{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2025-02-25T06:08:28.766495Z",
     "start_time": "2025-02-25T06:08:27.852721Z"
    }
   },
   "source": "import matplotlib.pyplot as plt",
   "outputs": [],
   "execution_count": 2
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T02:54:02.733014Z",
     "start_time": "2025-02-25T02:54:02.630218Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# 传入x和y, 通过plot画图\n",
    "plt.plot([1, 0, 9], [4, 5, 6])\n",
    "plt.show()"
   ],
   "id": "eb8071d60d537b07",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 2
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T02:57:39.030630Z",
     "start_time": "2025-02-25T02:57:38.982912Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x=range(1,8)\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "id": "bc311d938087347a",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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++ugj/eIXvzj/ygCcwpl3M7RrC7PcmSFEAH4VPlJTU5WSkmIux6RJk0x7ypQpJx4zY8YMc+DYzTffXL/VAn7u+FLbuWvztHlPw6wMAwCPnnBqe8IK4I/ueW+NPlu/W1f1aKk3fjrAdjkAUOfXbw7jALzMQ1d1kbOx7MJNe/Vt9iHb5QBAnRE+AC+TFNdYY/slmPYzC5j7AcD7ED4AL/TAsM4KCQrQisz9Wpm533Y5AFAnhA/ACyXGRujmQW1N+y8LMswEbwDwFoQPwEvdOzRJ4SGB+jb7sL7cnG+7HACoNcIH4KXiosPNQXOOv8zPkMs5wAgAvADhA/Bidw3upKiwYG3eU2SW3wKANyB8AF6saWSo/mNwR9N+duEWc4AiAHg6wgfg5e68rINiI0OVtb9Ef1+Ta7scADgnwgfg5RqHBevuKzqZ9guLtqqsssp2SQBwVoQPwAfcenE7tYoOV15Bqd7/+t+HPAKAJyJ8AD4gPCRI9w1LMu1pizN1pLzSdkkAcEaED8BHTBiQqLaxEdpfXK63v9phuxwAOCPCB+AjQoIC9dBVnU37taXbVHC0wnZJAHBahA/Ah4xObqMuLRursLRSbyzbbrscADgtwgfgQ4ICA/TwiK6m/dZXWdpfXGa7JAD4AcIH4GNG9Gip5IQYHSmv0iuLt9kuBwB+gPAB+JiAgAA9cnVN78e7q3Zq1+GjtksCgFMQPgAfdFlSc13UIVblVS699MVW2+UAwCkIH4CP9n48eqz346O0XLP1OgB4CsIH4KMGtI/Vld3iVOWq1nMLt9guBwBOIHwAPuzhEV3Mx3nr8vTd7kLb5QCAQfgAfFjP+Bhd16e1qqulZxbQ+wHAMxA+AB/30PAuCgyQFn23V2uyD9kuBwAIH4CvS4prrHH9Ekz7mQUZtssBAMIH4A8eGN5ZIUEB+irzgFZm7rddDgA/R/gA/EBC0wj9ZFBb0/7LggxVO5NAAMASwgfgJ+65MknhIYH6Nvuwvvgu33Y5APwY4QPwE3FR4brjkg6m/fSCDLlc9H4AsIPwAfiRu4Z0VFRYsDbvKdKn63fbLgeAnyJ8AH6kSUSo/nNwR9N2dj2trHLZLgmAHyJ8AH7mZ5d1UGxkqDnv5e9rcm2XA8APET4AP9M4LFh3X9HJtF9YtFWlFVW2SwLgZwgfgB+69eJ2ah0TrryCUr3/dbbtcgD4GcIH4IfCQ4J035WdTfuVJZkqKau0XRIAP0L4APzU+AEJatcsQvuLy/XOyh22ywHgRwgfgJ8KCQo0h845Xlu6TQVHKmyXBMBP1Dl8LFu2TKNGjVJ8fLwCAgI0Z86cHzzmu+++0+jRoxUTE6PIyEgNHDhQ2dmMKwOeZlRyvLq2jFJhaaVeX77NdjkA/ESdw0dJSYmSk5M1bdq0096/bds2XXbZZerWrZuWLFmidevW6Xe/+53Cw8Pro14A9SgoMEAPj6jp/XhrxQ7tKyqzXRIAPxBQfQEnTDk9H7Nnz9aYMWNOfG7ixIkKCQnR3/72t/P6noWFhabHpKCgQNHR0edbGoBacv4EjHllpdbmHNbPLm2v34/qabskAF6oLq/f9Trnw+Vy6bPPPlOXLl109dVXKy4uThdddNFph2aOKysrMwWffAFwH+dNxKMjupr2e6uytevwUdslAfBx9Ro+8vPzVVxcrCeffFLXXHONFixYoBtuuEFjx47V0qVLT/s1U6dONUnp+JWYmFifJQGohUuTmunijrEqr3LppS+22i4HgI+r954Px/XXX6+HHnpIffv21W9/+1v9+Mc/1vTp00/7NZMnTzZdNMevnJyc+iwJQG17P66u6f34KC1X2/cV2y4JgA+r1/DRvHlzBQcHq0ePHqd8vnv37mdc7RIWFmbGhk6+ALhf/3axGtYtTlWuaj23iN4PAF4SPkJDQ82y2oyMjFM+v2XLFrVr164+fxSABjDp2MqXeWvztCmP+VcAPCR8OHM60tPTzeXIysoy7eM9G48++qhmzpypN954Q5mZmXr55Zc1b9483X333fVfPYB61TM+Rj/u09q0n1146psIALC21NbZu2Po0KE/+Pztt9+ud955x7TfeustM5E0NzdXXbt21RNPPGHmgdQGS20Bu7btK9ZVzy6Vq1qadfcl6te2qe2SAHiBurx+X9A+Hw2B8AHY9+uP1+rD1Fxd0qmZ3v+Pi22XA8ALWNvnA4BvuH9YZ4UGBWrltgP6KnO/7XIA+BjCB4AfSGgaoZ9c1Na0/zI/w+yCCgD1hfAB4LTuHtpJjUKClJ5zWIu+y7ddDgAfQvgAcFpxUeG649L2pv3Mggy5nBmoAFAPCB8AzuiXgzsqKjxYm/cUad66PNvlAPARhA8AZ9QkItQEEMdzC7eooqrmCAUAuBCEDwBn9bNLO6hZZKh2HDiiv6fl2i4HgA8gfAA4q8iwYN09NMm0X/hiq0orqmyXBMDLET4AnNMtF7VV65hw7S4o1ftfn/6QSACoLcIHgHMKDwkyG485pi3OVElZpe2SAHgxwgeAWrmxf4LaN4vQgZJyvf1Vlu1yAHgxwgeAWgkJCtRDV3Ux7deWbVfBkQrbJQHwUoQPALU2qk+8urWKUlFppV5bts12OQC8FOEDQK0FBgbo4RFdTfvtr3ZoX1GZ7ZIAeCHCB4A6Gd49TsmJTXS0ospMPgWAuiJ8AKiTgIAA/frqmt4PZ9ntrsNHbZcEwMsQPgDU2aVJzfWjjs1UXuXSi4u22i4HgJchfAA4L48c6/34eE2utu8rtl0OAC9C+ABwXvq3a2rmf1S5qvUcvR8A6oDwAeC8Tbqqpvdj3to8bcortF0OAC9B+ABw3nrER2tUcrxpP7sww3Y5ALwE4QPABXloeGcFBQZo0Xf5Stt5yHY5ALwA4QPABenYorFu7Jdg2k/Pp/cDwLkRPgBcsPuHd1ZoUKD+tf2Avsrcb7scAB6O8AHggrVp0kg/uaitaf/P/AxVV1fbLgmAByN8AKgX9wxNUqOQIK3NOWzmfwDAmRA+ANSLFlFh+tml7U/M/XC56P0AcHqEDwD15peDOykqPFgZe4s0b12e7XIAeCjCB4B6ExMRoruGdDLt5xZuUUWVy3ZJADwQ4QNAvbrjkvZq3jhUOw4c0cdpubbLAeCBCB8A6lVkWLDuviLJtF/8YqtKK6pslwTAwxA+ANQ7Z9lt65hw7S4o1XtfZ9suB4CHIXwAqHfhIUF6YFhn035lcaZKyiptlwTAgxA+ADSIcf0T1KF5pA6UlOvtr7JslwPAgxA+ADSIkKBAPTi8pvfjtWXbVXCkwnZJADwE4QNAgxnVJ17dWkWpqLRSry3bZrscAB6C8AGgwQQGBujhEV1N++2vdii/qNR2SQC8MXwsW7ZMo0aNUnx8vAICAjRnzpxT7r/jjjvM50++rrnmmvqsGYAXGd49Tn0Tm+hoRZVeWUzvB4DzCB8lJSVKTk7WtGnTzvgYJ2zs3r37xPXBBx9caJ0AvJTzBuTXV9f0frz/dbZyDx2xXRIAy4Lr+gUjR44019mEhYWpVatWF1IXAB9ySVJzXdKpmVZuO2A2HvufG5NtlwTA1+Z8LFmyRHFxceratat+9atf6cCBA2d8bFlZmQoLC0+5APieR471fjhbrm/bV2y7HAC+FD6cIZe//vWv+uKLL/TUU09p6dKlpqekqur0WyxPnTpVMTExJ67ExMT6LgmAB+jXtqmZ/+Gqlv53+Xbb5QCwKKC6urr6vL84IECzZ8/WmDFjzviY7du3q1OnTlq0aJGGDRt22p4P5zrO6flwAkhBQYGio6PPtzQAHmjV9gOa+PoqRYYGafV/DTfnwADwDc7rt9OJUJvX7wZfatuxY0c1b95cmZmZZ5wf4hR58gXAN13UIVbtm0WopLxKn63fbbscAJY0ePjIzc01cz5at27d0D8KgIdzektvGtjWtGes5sA5wF/VOXwUFxcrPT3dXI6srCzTzs7ONvc9+uijWrVqlXbs2GHmfVx//fVKSkrS1Vdf3RD1A/Ay4/q3UVBggNZkH9aWvUW2ywHgDeEjNTVVKSkp5nJMmjTJtKdMmaKgoCCtW7dOo0ePVpcuXfTzn/9c/fv31/Lly83wCgDERYVrWLc40575TY7tcgB424RT2xNWAHinLzfv1Z3vpKppRIhWPTZMYcFBtksC4EsTTgHg+4Z0iVOr6HAdOlKhhZv22i4HgJsRPgC4nTPnY8KABNOesZqhF8DfED4AWDF+QKICAqQVmfuVc5DzXgB/QvgAYEVibIQuS2pu2h+m0vsB+BPCBwBrbhpYc5zCR6m5qqxy2S4HgJsQPgBYc1WPloqNDNWewlIt27rPdjkA3ITwAcAaZ4nt2JQ2pv0BE08Bv0H4AOARQy9fbs5XfmGp7XIAuAHhA4BVnVtGqX+7pqpyVevjNbm2ywHgBoQPAB7T++Fst+5hmy4DaACEDwDW/bhPazUOC9bOA0e0avtB2+UAaGCEDwDWRYQGa3TfeNOe8U227XIANDDCBwCPMPHY0Ms/N+zR4SPltssB0IAIHwA8Qu82MereOlrllS7N+XaX7XIANCDCBwCPEBAQcKL3YwYTTwGfRvgA4DHG9G2jsOBAbd5TpHW5BbbLAdBACB8APEZMRIiu7d3atJl4CvguwgcAj9zzY256nkrKKm2XA6ABED4AeJSLOsSqfbMIlZRX6bN1u22XA6ABED4AeNzE05sGtjVthl4A30T4AOBxxvVvo+DAAK3JPqwte4tslwOgnhE+AHicuKhwDeseZ9ozVufYLgdAPSN8APBIE48Nvcz6NldllVW2ywFQjwgfADzS4C4t1Co6XIePVGjBxr22ywFQjwgfADxSUGCAJgxIMO2Z3zD0AvgSwgcAjzV+QKICAqQVmfuVc/CI7XIA1BPCBwCPlRgbocuSmps2vR+A7yB8APCKiacfpeWosspluxwA9YDwAcCjDe8Rp9jIUO0tLNPSLftslwOgHhA+AHi0sOAgjU1pY9ozGHoBfALhA4DHmzio5rC5LzfnK7+w1HY5AC4Q4QOAx0uKi9KAdk1V5arWR2m5tssBcIEIHwC8wk0Da3o/PkzNkctVbbscABeA8AHAK1zXp7UahwVr54EjWpV1wHY5AC4A4QOAV4gIDdbovvGmzZ4fgHcjfADwGjcf2/Pjnxv26PCRctvlADhPhA8AXqNXm2j1aB2t8kqXZn+7y3Y5ANwVPpYtW6ZRo0YpPj5eAQEBmjNnzhkfe9ddd5nHPP/88+dbHwCc4Pw9Ob7sdsbqHFVXM/EU8IvwUVJSouTkZE2bNu2sj5s9e7ZWrVplQgoA1Jfrk9soLDhQGXuLtDa3wHY5ANwRPkaOHKk//vGPuuGGG874mF27dum+++7Te++9p5CQkPOpCwBOKyYiRNf2bm3aM7/Jtl0OAE+Y8+FyuXTbbbfp0UcfVc+ePc/5+LKyMhUWFp5yAcDZTDy258fc9DyVlFXaLgeA7fDx1FNPKTg4WPfff3+tHj916lTFxMScuBITa/6oAMCZDOoQqw7NI1VSXqVP1+XZLgeAzfCRlpamF154Qe+8846ZGFYbkydPVkFBwYkrJ4f1+wDOzvn7cnzHUw6bA/w8fCxfvlz5+flq27at6f1wrp07d+rhhx9W+/btT/s1YWFhio6OPuUCgHMZ26+NggMD9G32YWXsKbJdDgBb4cOZ67Fu3Tqlp6efuJzVLs78j/nz59fnjwLg5+KiwjWse5xps+Mp4F2C6/oFxcXFyszMPHE7KyvLhIzY2FjT49GsWbNTHu+sdmnVqpW6du1aPxUDwDETB7XV/I17NevbXP36mq4KDwmyXRKAhuj5SE1NVUpKirkckyZNMu0pU6bU9VsBwAUZ3LmFWseE6/CRCi3YtNd2OQAaqufjiiuuqNOugjt27KjrjwCAWgkKDND4AYl68YutZs+P0clsagh4A852AeDVxvdPkLO47qvMA8o+cMR2OQBqgfABwKslxkbosqTmpv1hKhNPAW9A+ADg9W4e1NZ8/CgtR5VVLtvlADgHwgcArze8e0vFRoZqb2GZlmTss10OgHMgfADweqHBgRrXr41ps+Mp4PkIHwB8wvHt1hdn5GtvYantcgCcBeEDgE9IiovSgHZNVeWq1sdpubbLAXAWhA8APrXj6fHt1l2u2u9HBMC9CB8AfMa1vVspKixY2QePaNX2A7bLAXAGhA8APiMiNFij+9bscsrEU8BzET4A+JSJA2uGXj7fsEeHSsptlwPgNAgfAHxKrzbR6tE6WuVVLs1J32W7HACnQfgA4FMCAgJ086CaZbczVufU6SBMAO5B+ADgc0b3baOw4EBl7C1Ses5h2+UA+B7CBwCfE9MoRNf1bn1i2S0Az0L4AODTO57OXZun4rJK2+UAOAnhA4BPGtQhVh2bR+pIeZU+W5dnuxwAJyF8APDZiafHez8+WM3QC+BJCB8AfNbYfgkKDgwwk0437ym0XQ6AYwgfAHxWi6gwDe/e0rSZeAp4DsIHAJ9207E9P2Z/u0ulFVW2ywFA+ADg6wZ3bqH4mHAdPlKhBZv22i4HAOEDgK8LCgzQ+AHHdzzNtl0OAMIHAH8wfkCCAgKkldsOaOeBEtvlAH6P8AHA5yU0jdDlnVuY9oepTDwFbCN8APALE4/t+fFRaq4qq1y2ywH8GuEDgF9wltw2iwxVflGZlmTss10O4NcIHwD8QmhwoMb1TzDtGd8w8RSwifABwG9MOLbq5cvN+dpTUGq7HMBvET4A+I2kuMYa2L6pXNXS39fk2i4H8FuEDwB+5aaBbU9st+5yUggAtyN8APAr1/ZupaiwYGUfPKJV2w/YLgfwS4QPAH4lIjRY16fEm/YHHDYHWEH4AOB3Jh4bepm/YY8OlZTbLgfwO4QPAH6nV5sY9YyPVnmVy5x2C8C9CB8A/HrHU2fiaXU1E08BdyJ8APBLo/u2UXhIoDL2Fik957DtcgC/UufwsWzZMo0aNUrx8fEKCAjQnDlzTrn/8ccfV7du3RQZGammTZtq+PDh+vrrr+uzZgC4YDGNQnRt79amPWM1E08Bjw4fJSUlSk5O1rRp0057f5cuXfTyyy9r/fr1WrFihdq3b68RI0Zo3z7OUgDgmRNP563LU3FZpe1yAL8RUH0Bg51Oz8fs2bM1ZsyYMz6msLBQMTExWrRokYYNG3bO73n88QUFBYqOjj7f0gDgnJw/f8OeWart+0v05NjemjioJowAqLu6vH436JyP8vJyvf7666YYp7fkdMrKykzBJ18A4A7OG6ibjk08ncGeH/CTwP3bv6/T+19nW51o3SDh49NPP1Xjxo0VHh6u5557TgsXLlTz5s1P+9ipU6eacHL8Skys+UMAAO4wtl+CggMDzKTTzXt48wPf9u6qnSZo/+6TDdq2r8S3wsfQoUOVnp6ulStX6pprrtGECROUn59/2sdOnjzZdNEcv3JyePcBwH1aRIXpqh4tTZuJp/BlaTsP6f99usm0f3tNN3PQok+FD2elS1JSki6++GK9+eabCg4ONh9PJywszIwNnXwBgDsdH3pxNhwrraiyXQ5Q7/YVlenu99JUUVVtzjf6xeUd5PP7fLhcLjO3AwA80eWdWyg+JlwFRys0f+Me2+UA9aqyyqV731+jvYVlprfjf25MNvOdvCp8FBcXmyEV53JkZWWZdnZ2tlmG+9hjj2nVqlXauXOn0tLSdOedd2rXrl0aP358Q9QPABcsKDBA4wf8e8dTwJc89flmfZ11UJGhQZp+a381Dgu2XVLdw0dqaqpSUlLM5Zg0aZJpT5kyRUFBQdq8ebPGjRtn9vtwNiM7cOCAli9frp49ezZE/QBQL8YPSJDzZnDltgPaecDeRDygPn22brfeWJ5l2k+PT7Y6z+NkdY4/V1xxxVmX58yaNetCawIAt0toGqHBnVto6ZZ9pvfj19d0s10ScEG27i3Sox+vNe1fDumokcd29PUEnO0CAN87bO6jtFwzTg54q6LSCv3y3TQdKa/Sjzo206MjusqTED4A4Jhh3VuqWWSoWRmwOIMjIeCdqqur9ehH67R9X4lax4TrpZ+kKDjIs17uPasaALAoNDhQ4/onmPbMb7JtlwOcl9eWbdfnG/coJChAr9zST80bh8nTED4A4CQTjq16+XJzvvYUlNouB6iTlZn79T+fbzbt34/qqZS2TeWJCB8AcBJnNcCg9rFyVUsfp7HsFt4j7/BR3fvBt+Z398b+CbrlIs89KJHwAQBn2PF0ZmqOXM5fcsDDlVVW6VfvrdHBknL1jI/WH8f0sr6R2NkQPgDge67t3VpRYcHKOXhU/9p+wHY5wDn9v3mbtDbnsGIahZiNxMJDguTJCB8A8D2NQoN0fUq8aTsngAKe7KPUHL33dbbZJO/5iX2VGBshT0f4AIDTmDiwZrx8/oY9pisb8EQbdhXov+ZsMO0Hh3XR0K5x8gaEDwA4jV5tYtSrTbTKq1zmtFvA0xwqKddd76apvNKlK7vF6b4rk+QtCB8AcAY3Hev9cPb8ONuxEoC7Vbmq9cDMdOUeOqq2sRF6bkJfBQZ67gTT7yN8AMAZjE6OV3hIoLbsLda3OYdtlwOc8MIXW7Vsyz7z++lMMI2JCJE3IXwAwBk4KweclS+OmauZeArP8MV3e/XiF1tNe+rY3uoRHy1vQ/gAgFpMPJ23Lk/FZZW2y4Gf27G/RA/OTDftn/6onW5IqTkOwNsQPgDgLAa2b6qOLSLN6aDz1ubZLgd+7Gh5lZlgWlRaqX5tm+i/r+shb0X4AICzcHaJnHhsx1P2/IAt1dXVemz2em3eU6TmjUP1yi39zUGI3sp7KwcANxnbL0HBgQFmB8nvdhfaLgd+6G+rdpol30GBAXr5J/3UKiZc3ozwAQDn4BxJflWPlqY9k94PuFnazoNm+3TH5JHddHHHZvJ2hA8AqMNhc867z9KKKtvlwE/kF5Xq7vfWqNJVrev6tNbPL+sgX0D4AIBauLxzC7Vp0kgFRys0f+Me2+XAD1RUuXTv+99qb2GZkuIa63/G9fHok2rrgvABALXgjLWPH1CzrHEGe37ADZ7652atzjqoxmHBeu22/ooMC5avIHwAQC2NH5BoTg791/YDZr8FoKF8ui5P/7siy7SfHp+sTi0ay5cQPgCglpxhl8GdW5j2h6n0fqBhbNlbpF9/vM607xrSSdf0aiVfQ/gAgDo4vufHR2m5ZkweqE9FpRW6629pZlO7S5Oa6ZERXeSLCB8AUAfDurdUs8hQ7Ssq0+LN+bbLgY9tJPbIR2u1fX+JWseE68WJKQoO8s2Xad/8fwUADcTZVfLG/jUTT9nzA/Vp+tLtmr9xr0KDAvXqrf3VrHGYfBXhAwDqaMKxoZfFGfnaU1Bquxz4gK8y9+sv8zeb9uOje6pvYhP5MsIHANSRs/JgUPtYuaqlj9Po/cCF2XX4qO774Fvz+zS+f4JuHlQTbn0Z4QMALmDH05mpOXI5rxrAeSirrNLd76bpYEm5erWJ1h/G9PKZjcTOhvABAOfh2t6tFRUerJyDR7Vy2wHb5cBLPT53k9bmFqhJRIhevaW/wkOC5A8IHwBwHhqFBmlM3zamPeObbNvlwAt9+E2OPlidbTaue2FiihJjI+QvCB8AcIFDLws27jXd5kBtbdhVoP/+ZINpTxreRUO61Gxe5y8IHwBwnnq1iTHj9OVVLnPaLVAbh0rK9cu/pam80qXh3eN0z9Ak+RvCBwBcgJsGtjUfZ6zONptEAWdT5arWAzPTzQqXds0i9MyEvgoM9P0Jpt9H+ACAC3B933iFhwRqa36x1mQftl0OPNzzi7Zo2ZZ95ndm+q39FdMoRP6I8AEAFyA6PETX9Y437ZlMPMVZLNq0Vy99mWnaT47to+6to+WvCB8AcIEmHtsUat7a3eZgMOD7duwv0UMfppv2HZe015iUmpVS/qrO4WPZsmUaNWqU4uPjzUYoc+bMOXFfRUWFfvOb36h3796KjIw0j/npT3+qvLy8+q4bADzGgHZN1bFFpI5WVOnTdbttlwMPc6S8Une9m6ai0kr1b9dUj13bXf6uzuGjpKREycnJmjZt2g/uO3LkiNasWaPf/e535uOsWbOUkZGh0aNH11e9AOBxnDdiE48tu3UmngLHOZOQJ89ar817itS8cZheuaWfOZzQ3wXX9QtGjhxprtOJiYnRwoULT/ncyy+/rEGDBik7O1tt29bMCgcAXzO2X4L+Mj/D7Fa5Ka9QPeL9dzwf//Z/K3fok/Q8BQUGaNpPUtQyOtx2SR6hweNXQUGBeVfQpMnpT+grKytTYWHhKRcAeBvnXe1VPVqa9oepHDYHKXXHQf3xs+9M2xlquahjM9sl+Uf4KC0tNXNAbr75ZkVHn/5dwNSpU02PyfErMdH3T/MD4Nt7fsxak6vSiirb5cCi/KJS3f3eGlW6qvXjPq1156XtbZfkH+HDmXw6YcIEM9716quvnvFxkydPNr0jx6+cHN4xAPBOlyU1V5smjVRYWqn5G/fYLgeWVFS5dO973yq/qExdWjbWU+P6+MVJtdbDx/HgsXPnTjMH5Ey9Ho6wsDBz/8kXAHgjZ1x//IAE03YODIN/evKfm7V6x0E1Dgs2G4lFhtV5eqXPC2yo4LF161YtWrRIzZoxxgXAf4wfkGhOKV21/aCy9pfYLgduNndtnt5ckWXaz0xIVscWjW2X5Bvho7i4WOnp6eZyZGVlmbazmsUJHjfeeKNSU1P13nvvqaqqSnv27DFXeTknPgLwfc6wy/ETSpl46l+27C3Sbz5eZ9p3X9FJV/dsZbsk3wkfTrBISUkxl2PSpEmmPWXKFO3atUtz585Vbm6u+vbtq9atW5+4Vq5c2RD1A4DHOb7nx8dpuWb8H76vsLRCd/0tzWw058z9eXhEV9slebQ6D0RdccUVZz25kVMdAfi7K7u1VPPGodpXVKYvN+fzDtjHuVzVeuTDtdq+v0TxMeF6YWJfM/8HZ8Y2awBQz5wdLMf1q5l4OvMbhl583fRl27Rg016FBgXq1Vv7q1njMNsleTzCBwA0gAnHhl6WZORrd8FR2+WggazYul9Pz88w7Seu76nkxNNvqIlTET4AoAF0atFYgzrEylUtfZyaa7scNIBdh4/qvg/WmH/jmwYk6uZBHCFSW4QPAGjgiaczU3PMvAD4DmcH21+9m6ZDRyrUu02M6fVA7RE+AKCBjOzVWlHhwco9dFRfbdtvuxzUoyfmbdS63AI1iQjRq7f2U3hIkO2SvArhAwAaSKPQII3p28a0ZzDx1GfM/CZbH6zOMZvJvTgxRQlNI2yX5HUIHwDQgG46NvSyYOMeHSxhs0Vvty73sH73yUbTfviqLhp8bEM51A3hAwAaUK82MWZOQEVVtTntFt7LCY+/eneNyitdGt69pe6+Isl2SV6L8AEAbur9cPb8YCNG71TlqtYDM741K1zaN4sw57YEspHYeSN8AEADG903XuEhgdqaX6w12Ydsl4Pz8NzCLVq+db8ahQRp+m39FdMoxHZJXo3wAQANLDo8RNf1jjftGauZeOptFm7aq5cXZ5r2k+N6q1uraNsleT3CBwC4wcRBNUMvn67braLSCtvloJay9pdo0syaU9zvuKS9rj+2egkXhvABAG4woF1TdWoRaU49nbd2t+1yUAtHyivNSbVFZZXm3++/rutuuySfQfgAADcICAjQxIFtT+wTAc/mTAyePGu9MvYWqUVUmF65pZ9CgnjJrC88kwDgJjf0a6OQoACtzS3QprxC2+XgLN5ZuUOfpOcpODDABI+46HDbJfkUwgcAuEnzxmG6qkdL06b3w3N9s+Og/vTZd6b92LXdNbB9rO2SfA7hAwDc6KZjQy+zv91lDieDZ8kvLNXd761Rpatao5Pj9bNL29suyScRPgDAjS5Paq42TRqpsLRSn2/YY7scnKSiyqV73l+jfUVl6toyyiyrdebqoP4RPgDAjZxdMScMqFl2O4OhF48y9R+b9c2OQ4oKCzYbiUWEBtsuyWcRPgDAzcYPSDAnoq7aftDsIwH7Pknfpbe+yjJtZ+v0Ds0jbZfk0wgfAOBm8U0aacix01Cd815gV8aeIv327+tN+56hnTSiZyvbJfk8wgcAWDDx2GFzH6flmrkGsKOwtEJ3vZtmNn+7vHNzTbqqq+2S/ALhAwAsGNa9pZo3DtX+4jJ9uTnfdjl+yeWq1sMfrjVDX84k4BcmpiiIk2rdgvABABY4u2WO659g2gy92PHq0m3m0LjQ4EC9ems/xUaG2i7JbxA+AMCSm46telmSka/dBUdtl+NXlm/dp2cWZJj2H67vqT4JTWyX5FcIHwBgSccWjTWoQ6xc1dJHqbm2y/EbuYeO6P4PvjXPuzP35vjGb3AfwgcAeMDEU2foxZmDgIbl7Cr7q3fX6NCRCvVJiNHjo3vaLskvET4AwKJre7dWVHiwdh0+qq+27bddjs97fO5Grd9VoKYRIebAuPCQINsl+SXCBwBY5Lz43ZDSxrRnMPG0Qc1YnW2eY2dBy4s3pyihaYTtkvwW4QMALLvp2NDLgo17dKC4zHY5Pmld7mFNmbvRtB8e0VWXd67Z5A12ED4AwLKe8THq3SZGFVXV5rRb1K+DJeVmnkd5pUtX9WipXw3pZLskv0f4AAAP6v1whgWqq5l4Wl+qXNVmZYszp8Y5r8U5t8U53A92ET4AwANc3zdejUKClJlfrDXZh2yX4zOeXZihFZn7zXM7/db+ig4PsV0SCB8A4BmiwkN0XZ/Wpj1jNRNP64Mzh2ba4m2m/dSNfdS1VZTtknAM4QMAPGzPj0/X7VZRaYXtcrza9n3F5twWx52XdtDo5HjbJeEkhA8A8BD92zVVpxaR5oTVuWvzbJfjtY6UV5qTaovKKjWofawmX9vNdkn4HsIHAHiIgIAATTy21TeHzZ0fZ7Lub/6+Xlv2FisuKkwv35JiDvGDZ6nzv8iyZcs0atQoxcfHm/9Q5syZc8r9s2bN0ogRI9SsWTNzf3p6en3WCwA+bWy/NgoJCtC63AJtzCuwXY7XefurHZq3Nk/BgQFmB9O4qHDbJaE+wkdJSYmSk5M1bdq0M95/2WWX6amnnqrrtwYAv9escZhG9Ghl2h/S+1Enq7MO6s//+M60//u67hrQPtZ2STiDYNXRyJEjzXUmt912m/m4Y8eOun5rAMCxPT8+W7/bbDg2+drunD9SC/mFpbrn/TWqdFWbZcu3X9Ledkmoz/BR38rKysx1XGFhodV6AMC2y5Kaq02TRmZjrIdmpqtVDEMH5/L19oPaV1Smbq2iNHVsbzPsD89lPXxMnTpVTzzxhO0yAMBjODtwOr0fzy7con9u2GO7HK/hnA7sbCQWEWr9pQ3nYP1faPLkyZo0adIpPR+JiTVr3QHAX/3n4I4KDQ5kv49aCgoI0KjkeLVvHmm7FHhD+AgLCzMXAODfnHked3EAGnwUi58BAIBn93wUFxcrMzPzxO2srCyzl0dsbKzatm2rgwcPKjs7W3l5NbvzZWRkmI+tWrUyFwAA8G917vlITU1VSkqKuRzOfA2nPWXKFHN77ty55vZ1111nbk+cONHcnj59en3XDgAAvFBAtbMXrQdxJpzGxMSooKBA0dHRtssBAAD1/PrNnA8AAOBWhA8AAOBWhA8AAOBWhA8AAOBWhA8AAOBWhA8AAOBWhA8AAOBWhA8AAOBWhA8AAOBfp9p+3/ENV52d0gAAgHc4/rpdm43TPS58FBUVmY+JiYm2SwEAAOfxOu5ss+5VZ7u4XC5zIm5UVJQCAgLqPZU5oSYnJ4dzY86B56r2eK5qj+eqbni+ao/nyv5z5cQJJ3jEx8crMDDQu3o+nIITEhIa9Gc4Tza/nLXDc1V7PFe1x3NVNzxftcdzZfe5OlePx3FMOAUAAG5F+AAAAG7lV+EjLCxMv//9781HnB3PVe3xXNUez1Xd8HzVHs+Vdz1XHjfhFAAA+Da/6vkAAAD2ET4AAIBbET4AAIBbET4AAIBb+UX4WLZsmUaNGmV2XXN2TZ0zZ47tkjzW1KlTNXDgQLPDbFxcnMaMGaOMjAzbZXmkV199VX369DmxUc+PfvQj/fOf/7Rdlld48sknzX+LDz74oO1SPM7jjz9unpuTr27dutkuy2Pt2rVLt956q5o1a6ZGjRqpd+/eSk1NtV2WR2rfvv0Pfrec65577nF7LX4RPkpKSpScnKxp06bZLsXjLV261Pwirlq1SgsXLlRFRYVGjBhhnkOcytmJ13kRTUtLM3/srrzySl1//fXauHGj7dI82jfffKPXXnvNBDecXs+ePbV79+4T14oVK2yX5JEOHTqkSy+9VCEhISb4b9q0Sc8884yaNm1quzSP/W9v90m/V87feMf48ePdXovHba/eEEaOHGkunNvnn39+yu133nnH9IA4L7CDBw+2VpcncnrTTvanP/3J9IY4wc158cAPFRcX65ZbbtEbb7yhP/7xj7bL8VjBwcFq1aqV7TI83lNPPWXOKHn77bdPfK5Dhw5Wa/JkLVq0OOW28+apU6dOGjJkiNtr8YueD5y/goIC8zE2NtZ2KR6tqqpKM2bMMD1EzvALTs/pVbvuuus0fPhw26V4tK1bt5ph4o4dO5qwlp2dbbskjzR37lwNGDDAvHN33iSlpKSYYItzKy8v17vvvqs777yz3g9xrQ2/6PnA+Z8w7IzJO92avXr1sl2OR1q/fr0JG6WlpWrcuLFmz56tHj162C7LIznhbM2aNabrF2d20UUXmR7Hrl27mq7xJ554Qpdffrk2bNhg5mLh37Zv3256GydNmqTHHnvM/G7df//9Cg0N1e233267PI82Z84cHT58WHfccYeVn0/4wFnfpTp/8BhvPjPnBSI9Pd30EH388cfmD54zb4YAcirn6O4HHnjAjDGHh4fbLsejnTxE7MyLccJIu3bt9OGHH+rnP/+51do88Q2S0/Px5z//2dx2ej6cv1nTp08nfJzDm2++aX7XnB42Gxh2wWnde++9+vTTT7V48WIzsRKn57zDSkpKUv/+/c1KIWdi8wsvvGC7LI/jzBnKz89Xv379zHwG53JC2osvvmjazrAVTq9Jkybq0qWLMjMzbZficVq3bv2DoN+9e3eGqc5h586dWrRokX7xi1/IFno+cArnqJ/77rvPDB8sWbKEyVvn8U6srKzMdhkeZ9iwYWaI6mQ/+9nPzBLS3/zmNwoKCrJWmzdM0t22bZtuu+0226V4HGdI+PtbAWzZssX0FOHMnAm6zhwZZ/6VLcH+8h/vye8asrKyTFe5M4mybdu2VmvzxKGW999/X5988okZX96zZ4/5fExMjFlDj3+bPHmy6bZ0foeKiorM8+YEtvnz59suzeM4v0vfnzcUGRlp9mZgPtGpHnnkEbOSynkBzcvLM6ePOuHs5ptvtl2ax3nooYd0ySWXmGGXCRMmaPXq1Xr99dfNhTO/QXLChzMs5fQ6WlPtBxYvXuyc3PuD6/bbb7ddmsc53fPkXG+//bbt0jzOnXfeWd2uXbvq0NDQ6hYtWlQPGzasesGCBbbL8hpDhgypfuCBB2yX4XFuuumm6tatW5vfqzZt2pjbmZmZtsvyWPPmzavu1atXdVhYWHW3bt2qX3/9ddslebT58+ebv+kZGRlW6whw/sde9AEAAP6GCacAAMCtCB8AAMCtCB8AAMCtCB8AAMCtCB8AAMCtCB8AAMCtCB8AAMCtCB8AAMCtCB8AAMCtCB8AAMCtCB8AAMCtCB8AAEDu9P8BtqdJQBjjBNMAAAAASUVORK5CYII="
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 5
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T02:58:11.712191Z",
     "start_time": "2025-02-25T02:58:11.672991Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, color='red',alpha=0.5,linestyle='--',linewidth=3) \n",
    "plt.show()"
   ],
   "id": "21b2f10a526d7419",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 6
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T02:59:27.210536Z",
     "start_time": "2025-02-25T02:59:27.167955Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, marker='o') \n",
    "plt.show()"
   ],
   "id": "141731be80df6da1",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 7
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 7.4保存图像",
   "id": "ce32969d360fbf29"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T03:04:31.334176Z",
     "start_time": "2025-02-25T03:04:31.268562Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import random\n",
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x]\n",
    "\n",
    "# 设置图片的大小\n",
    "'''\n",
    "figsize:指定figure的宽和高，单位为英寸；                                                                                                  dpi参数指定绘图对象的分辨率，即每英寸多少个像素，缺省值为80，1英寸等于2.5cm,A4纸是 21*30cm的纸张\n",
    "'''\n",
    "# 设置画布对象，figsize中对应的单位是英寸，dpi是每英寸有多少像素点\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "plt.plot(x,y)\n",
    "# plt.savefig('t1.png')\n",
    "plt.savefig('t1.svg')"
   ],
   "id": "b702ffab4cac71f4",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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T/l05J9XpcgAAAEYF4R8AAG5gbUmD0mNClOXgAg4TBF48I9k+unoH9Pb+Oj2/s0Zv7q3TlrKj+uHzezQ/O9YeDb5kZrISIwgCx1N7T7/uenGvHt5YrtBAP/3kmpm6YUEm3X6nwPz9igsLtOEfAACApyD8AwDAxZU3dqqssVOfcKEgJyTQT5fOSrGPzt5+vbWvXi/srNab++q06XCTvv/sbi2cEGuPBl8yI1kJEUFOl+zR1h1s0Lee2KHKo11aPDFO/7lqtjJiWdByqszfL3P09419dero6VdYEJfKAADA/XFFAwCAi1tTUm+fl+eO75HfkQoN9LfHfs3DBCYmADRHg82yiQ2HmvT9Z3Zp0cQ4+/MmCIwLJwgcLSZ4/dlL+3Tf+jKFBPjpzqtm6OZFWfL1dY2Q2B0VZMfYRTfbK5u1ZJJr/p0DAAA4FYR/AAC4OLN51zT8LZkUJ1dnOqXMrDTzMMdQ39hba4PAtw/Ua93BRn3vmd22M80cDTbHh2PCAp0u2W2ZDst//st2lTd1an52jH6+ao6y48OcLsvtmc4/o7D0KOEfAADwCIR/AAC4sIHBIRuazU6LUnSoewVlZsvsirlp9tHW3WeXhJgg8N0DDXaG4b89vUtLc+J1xawUXTQjye1+f04x8xbvfnW//u+9wwr089W/XzFdn1ySTbffKJmZFmX/uxaWM/cPAAB4BsI/AABc2M6qFrV09WmZix75HamI4ABdMy/dPszv5/U9tXphZ43dTPvugXr961M+9vd4uQkCpycrKjTA6ZJdkllE8c2/bNehhg7lZUbr7uvmaGJCuNNleZQgfz/NSo9SUdlRDQ4OEaoCAAC3R/gHAIALW3Pg+Ly/BHmKqJAArcxPt4+Wzj69uueIDQLN8ea399frX/122t+vCQIvnJGkyGCCwO6+Af3ytQP645pD8vfz1b9eNlWfXjZRfgRTY6IgK8YGrcV17ZqSHOF0OQAAAGeE8A8AABe2pqRBoYF+ysscnkPmaUyH33UFGfbR3NmrV3fX6rkd1XrnQL1dHBL4pK/OmhyvK2an6vxpibaD0Ntsq2i2s/1K6to1Jz3KdvvlJhFIjaW843P/yo4S/gEAALdH+AcAgIsym3O3lh/Vspx4Bfr7ytOZmX8fm59hH00dvXpl9xE7I9CEgK/vrbP/Dc6ZnGC3Bp8/LcnOFPRkPf0D+vUbxfr92wdth983L56iz5410Xb+YXyWfmwpa9INCzOdLgcAAOCMePZVMwAAbmzj4Ub1DQxpmQcd+R2p2LBAfWJBpn00tPecCALN0pBX99QqyN9X505JPBYEJio00LMuaXZVtegbj2/X/to2zUyLtN1+U5MjnS7La8SHByk7LtTO/QMAAHB3nnWlDACAB1lT3GCfl7v5so/RCGJuXJhlH/VtPXrZBoHVemXPEfvj4ABfnT81yQaBJhAMCfSTu+rtH9Rv3yrR794qkZnm97ULJuufzp2kALr9xl1+VqxWF1XaP3MJEUFOlwMAAHDaCP8AAHDh8C8pMki5iWxzPc6EMDcvyrKPutZuvbRruCPwxV01dmlISICf7QS8YnaKzpmSqOAA9wkC91S32tl+e2paNTU5Qv/1sTmakRrldFleqyA7xoZ/ReVHdfGMZKfLAQAAOG2EfwAAuKCali674GFlXrp8fNjo+kESI4N165Js+zjSYoLAGhsEPn/sYRalXDBtuCPw7MkJLhsE9g0M6r/fPqhfv1mswSHpy+fl6Ivn5XrFnEd3mPtnln4Q/gEAAHdG+AcAgAtay5HfU5IcFaxPLp1gHyY4fXHn8NHgZ7cPP8xykAummRmBqXZ7cJC/awSBB2rb7Gy/nVUtmpwUrv+6bq5mpdPt5wpyEsIVGexvwz8AAAB3RvgHAIALWlsyHP4tzSH8O1UpUSH69LIJ9lHV3KWXdg53Aj69rdo+IoL8deGMJHs0eFlOgiMddv0Dg/rjmsP65WsH1D84qM+fM0lfvSDXZUJJSL6+PsrLitG6kkZ19w24bOcoAADARyH8AwDAxQwODum9kgZNS4lk0cAZSosO0e3LJ9pHRVOnXtw5PBvwyaIq+4gI9rdHOs3R4KWT4sclCDTHuc1sv20VzZqUEGY3+c7LHD5iCtdSkBWjt/fX2+3LBdmxTpcDAABwWgj/AABwMXuPtKqhvVfX5qU7XYpHyYgN1WfPnmQf5Y2dNgR8YWe1niistI+okABdPMPMCEzVkklxo75hd2BwSP+39rB+/up+O+fvjrMm6usXTqajzIWZzj/DHP0l/AMAAO6K8A8AABed97eMI79jJjMu1B61NY/Sho7hIHBHjR7fUmkf0aEBuuRYR+DiiXHyP8Mg8HBDh+32MyHShPgw/XzVbMIkNzA3I1p+vj7aUnZUn3W6GAAAgNNE+AcAgAvO+zPHTxdMIBwaD9nxYfrCuTn2cai+3R4NNjMCH91cYR+xYYG6ZGayrpiVYv+fnEoQaI5w37uuVP/5yj519w3qk0uz9a2LpyokkG4/dxAa6K/pKZEqKjuqoaEhNm8DAADPDf+6u7t1/fXXa8+ePQoJCVFiYqJ+//vfKycnR5s2bdKXv/xl9fT02F/3yU9+Ut/61rfGvnIAADyQWSyw6XCT5mfHcBzUARMTwvXF83Lto6SuTS/sOGKPBj+8sdw+4sOHg8DLZ6XaINB0hX0Yc7T4n5/Ybv9/ZsaG6j9XzdaiiXHj+vvBmcvPirHbmEsbO23XJgAAgMd2/t1xxx269NJL7R3P3/72t7r99tv19ttv24//8Ic/1FVXXaWmpiZNnTpVV1xxhaZPnz62lQMA4IE2lzapp39Qy3MTnC7F6+UkRugrF5hHrg7UmiDQdARW68EN5fYRHx6ky2aZIDDFHuE9HgSabr+HNpbppy/tU2fvgG5ZnKVvXzJVYUEcuHBHBdkxtnvz+JFtAAAAdzOiq9Dg4GBddtllJ/550aJFuvvuu+2PTRjY3Nxsf9zR0aHAwEDFxnJMCQCA08G8P9c0OSlCky+M0FdtENiuF3ZU26PB968vs4/ECBMEpujsyQn645pDWnew0W4a/tMts7WE/5du3/lnFJY1aVU+S3gAAID7Oa1b0Pfcc49WrFhhf/znP//Z/vi73/2u6uvr9Yc//EHJycmjXScAAF5hTXGD4sIC7ZwxuB5z03NKcoSmJE/R1y6crH1H/toRaLrDzMP4xIJM/etlUxURHOB0yThDKVEhNsg1nX8AAABeEf7dddddKikp0RtvvGH/+T/+4z/005/+VDfccIMOHTqks88+WwUFBf9w7PcXv/iFfRzX3t4+GvUDAOAxGtp7tKemVVfOSZXvSWbJwXWCwGkpkfbxjYsma3d1q945UK95GdF0+3mYvKwYPbe9Wi2dfYoKJdAFAADuZeTr6iR71PfJJ5/USy+9pNDQUDU0NOipp56ywZ8xceJEeyT4vffe+4d/9+tf/7oqKytPPMLDw0fvdwEAgAd4r2T4yO9ygiO3DAJnpkXZjcEEf56n4NjR36Jyuv8AAIAHh3+ma++RRx7Ra6+9pujoaPuxmJgYhYWF6c0337T/bMLAjRs3aubMmWNXMQAAHnzk11iWS3gEuObcP8I/AADgocd+TafeN77xDdvZd+6559qPBQUF2aDv8ccf1ze/+U319/err69PX/3qV7V48eKxrhsAAI8yNDRkl31MSghTanSI0+UA+BtTkyMUGuinLWVNTpcCAAAwNuFfenq6fVPyQS644AIVFhae+lcGAAAnHKxv15HWbt22JNvpUgC8j7+fr+ZlRquorFl9A4MK8DulyTkAAACO4soFAABXOvLLvDjAJeVnxqirb0B7a1qdLgUAAOCUEP4BAOACzJFff18fLZoU53QpAD5AfnasfWbuHwAAcDeEfwAAOKy3f1DrDzUqLzNG4UEjmsgBYJyZY78+PtIWwj8AAOBmCP8AAHDY1vKj6uwdYMsv4MIigwM0JSlChaVHP3QWNgAAgCsi/AMAwGFrS47N+yP8A1xaXlaMXcxT3dLtdCkAAAAjRvgHAIALLPuICPbX7LQop0sBcBIFWTH2eUtpk9OlAAAAjBjhHwAADmrp7NOOymYtmRQnfz9elgFXln8s/Cti7h8AAHAjvMsAAMBB6w42aHBIWp6b4HQpAD5CZmyo4sODWPoBAADcCuEfAAAOWnNs3t9y5v0BLs/Hx8ce/d1b06qOnn6nywEAABgRwj8AABy0trhBGbEhyooLc7oUACM8+mu6dbdVNDtdCgAAwIgQ/gEA4JDyxk6VN3VqWQ5HfgF3kZ89PPevkKO/AADATRD+AQDgkDUl9fb5LI78Am5jRmqkAv19mfsHAADcBuEfAAAOWXOgQb4+0pJJhH+Auwjy99Oc9ChtLTuqAXP+FwAAwMUR/gEA4AATGphNv7PSoxUVGuB0OQBOQV5WjNp6+lVc1+Z0KQAAAB+J8A8AAAfsqGxWa3e/lufQ9Qe4m4KsWPu8pZSjvwAAwPUR/gEA4NCWX2MZ8/4At5OXGW2fi5j7BwAA3ADhHwAADlhT0qDQQD/lZQ5vDgXgPuLCgzQxPoylHwAAwC0Q/gEAMM7ae/ptx9CiiXF2aygA95OfFaPypk7VtXU7XQoAAMBJ8Y4DAIBxtvFQo/oHh7SMeX+AW4d/Bkd/AQCAqyP8AwBgnK05Nu9vOfP+ALdVkD0c/rH0AwAAuDrCPwAAxtnakgYlRQYpJzHc6VIAnKaJ8eGKCglQYTnhHwAAcG2EfwAAjKOali6V1LVreW6CfHx8nC4HwGny9fWxR393VbWou2/A6XIAAAA+FOEfAADjiCO/gOcw4V/fwJB2VrU4XQoAAMCHIvwDAGAcrT0W/i1l2QfgMUs/mPsHAABcGeEfAADjZHBwSO+VNGhaSqTiw4OcLgfAGZqTHi1/Xx8VsvEXAAC4MMI/AADGyd4jrWrs6OXIL+AhQgL9NCM1UkXlRzU0NOR0OQAAAB+I8A8AgHHCvD/A8+Rnxaqpo1eHGzqcLgUAAOADEf4BADCO8/4C/X01PzvW6VIAjPbcP47+AgAAF0X4B6/ywIYyrSmud7oMAF6ou29Am0qbtCA7VsEBfk6XA2CUFGQPh3+FLP0AAAAuivAPXqO4tk3//vQufe2xberqHXC6HABeZnNpk3r7B7WMI7+AR0mKDFZadIgKywn/AACAayL8g9e4b32pfW5o79VDG8ucLgeAFx75NZblEP4Bntj9V1LXrubOXqdLAQAA+AeEf/AKrd19erKoStNSIpUUGaQ/vHvIHsEDgPHybnGD4sICNT0l0ulSAIzR3D+z9RcAAMDVEP7BKzyxpVKdvQP61NJsfe7sSapv69HDG8udLguAlzDfc/bWtGppTrx8fX2cLgfAWC39YO4fAABwQYR/8HiDg0O6f32pYkIDdOWcVH1iQaYSIoL03+8cpPsPwLhYd/DYkV/m/QEeaWpypMIC/VTIxl8AAOCCCP/g8d4prldpY6euX5BpN2yah+n+q2vr0aOb6P4DMPbWHJv3t5zwD/BIfr4+mpcZo+2VzeobGHS6HAAAgL9D+AePd9+6UplTdjctyjrxsRsXZio+PEi/p/sPwBgbGhqyyz4mJYQpJSrE6XIAjOHR3+6+Qe2pbnW6FAAAgL9D+AePVtrQobf31+ui6clKi/7rm+7h7r+Jqm3t0V+2VDhaIwDPZjaAHmnt1vLcBKdLATAec/84+gsAAFwM4R882v3ry+zzLUv+2vV33A0LM+3mzf/39kH19NP9B2BscOQX8A7zMqPl4yMVljU5XQoAAMDfIfyDx+ro6bddfVOSIrR4Ytw//HxooL/uOGuialq69ZctlY7UCMDzrS1pkL+vjxZ+wPchAJ4jIjjAXnOYpR/muD8AAICrIPyDx3pya5Xaevpt15+PuRX/AW5enKXYsED9/u2D6u1nQDeA0WW+r2w41Ki8zBiFB/k7XQ6AMVaQHWNHilQe7XK6FAAAgBMI/+CRzB33+9eVKiLYX9fMS/vQX2e6/z6zfKKqmrv0RCHdfwBG19byo+rsHeDIL+Blc/+Kypn7BwAAXAfhHzzS+oONKq5r18cKMmzAdzK3LM5STGiAfvdWCd1/AMZk3t8ywj/AKxRkxdrnLaWEfwAAwHUQ/sEj3buu1A7dNsHeRwkL8tftx7r/niyi+w/A6FlT0qDIYH/NTo92uhQA4yA9JkSJEUF27h8AAICrIPyDx6k82qnX99bq3CmJyooLG9G/c+uSbEWb7r+3S9Q3QPcfgDPX0tmnnZXNWjIpXn6+Hzx3FIBnMTOGzdHffUda1d7T73Q5AAAAFuEfPM6DG8o1ODQc6I2UGcR/+7IJqmjq0lNbq8a0PgDeYd3BBvu9iCO/gHcx4Z/5u29mfgIAALgCwj94lO6+AT26uVwT4sO0POfU3nDfsiTbHs8zs//66f4DMApHfo2zchOcLgWAA0s/OPoLAABcBeEfPMqz26rV3NlnZ/35nuIxu8jgAH162USVNXbq6W3VY1YjAO+wprhembGhyowLdboUAONoRmqUgvx9Cf8AAIDLIPyDxxgaGrKLPsIC/bQqP/20PsdtS7MVEeyv375ZTPcfgNNW1thhxwhw5BfwPoH+vpqTHq2t5c0aMOd/AQAAHEb4B49h7rDvqWnVyvx0RQQHnNbniAoJ0KeWTlBpY6ee3U73H4DTs6Z4+MjvqY4fAOAZ8rNj7MKP/UfanC4FAACA8A+ew3T9GebI75kw4V9EkOn+K+GOPYDTsra4QWbygNn0C8D75Gcem/vH0g8AAOACCP/gEWpbu/XyriNalhOvnMSIM/pcUaEB+uTSbB1q6NBzdP8BOEVmZMB7Bxs0Oz3afj8B4MVLP0qbnC4FAACA8A+e4aENZeofHNKtS7JH5fN9atkEhQf56zdvFtP9B+CU7KhqUVt3v5Yz7w/wWjFhgZqUEEbnHwAAcAmEf3B7Pf0DenhTudJjQnTe1MRR+ZzRoYG6bUm2DtZ36IWdNaPyOQF4z5Ffw3QiA/Du7j+z+KeutdvpUgAAgJcj/IPbe2nnETW09+rmRVnyM0O2Rsmnl02wm4N/80axBun+A3AK4V9ooJ/mHZv5BcA7FWTF2uctZXT/AQAAZxH+wSMWfQQH+Orj8zNG/cjOLUuyVVzXrhd30f0H4KOZ7Z5F5Ue1aGKcAv15iQW8Wd7xuX+EfwAAwGG8M4Fb217RrG0Vzbp6bpo9qjvaPrN8ou3g+TXdfwBGYMPBRjt/lHl/AMzMv+jQADr/AACA4wj/4NbuW19qn29ZPDqLPt4vNixQNy/O0oHadr28+8iYfA0AnmNtyfC8P8I/AD4+PsrPjNHuqhZ19w04XQ4AAPBihH9wWw3tPXp+e40WZMdqemrkmH2dO5ZPVEgA3X8APtqa4nolRwZrUkK406UAcAH52TG2G9icVAAAAHAK4R/c1qObytU7MKhbl4xN199xceFBtvtv35E2vbqH7j8AH6ympctuCF+WG287fgDAdP4ZheUc/QUAAM4h/INb6hsY1IMbym2HzUUzksb865nZf2apyD1vlND9B+ADrSnmyC+AvzcnI1oBfj4qLCX8AwAALh7+dXd36+qrr9bkyZM1Z84cXXjhhSopKbE/NzQ0pB/84Af252bNmqVzzz13rGsG9NqeWh1p7dZNizIV4Df2GXZCRJBuWpilvTWten1v7Zh/PQDuG/4tzSH8AzAsOMBPM1KjbOcfNw8BAIBTRpya3HHHHdq/f7+2b9+uFStW6Pbbb7cf//Wvf60dO3Zo165d2rlzpx555JGxrBew7l1XqkA/X12/IHPcvuYdZ09UkL/p/iu2oTcAHGfe1L9X0qDpKZGKDw9yuhwALiQ/K0bNnX061NDhdCkAAMBLjSj8Cw4O1mWXXXZihtGiRYtUWjq8ZfXnP/+5/uM//kOBgYH2n5OTk8eyXsB232063KQrZqeM65vsxIhg3bAwU7urW/XG3rpx+7oAXN+emlY1dfRy5BfAPyjIOjb3r6zJ6VIAeIDmzl4N0EkM4BSd1nnJe+65x3b/tba2qra2Vs8884wWLlxoH4899tjpfEpgxO5bNxw8j/Wijw/yubMnKZDuPwDvs7Zk+MivWfYBAO/v/DMKy5j7B+DMlDV2aNFP39Bv3ix2uhQAnh7+3XXXXXbe309/+lP19/fbR1dXlzZu3GiDv6997Wv2aPD7/eIXv1B6evqJR3t7+2j9HuBld7qe3laluRnRdoj2eEuKDNYNCzK1s6pFb+2n+w/AsLXFDXYswPzsWKdLAeBiEiODlREboi2EfwDO0H3rytTdN6hHNpXT/Qdg7MK/u+++W08++aReeuklhYaGKjY2VuHh4brpppvsz2dnZ2vp0qXavHnzP/y7X//611VZWXniYf494FQ9vqXCvuDduiTLsRps95+fr+55ne4/AFJ334A2lTZpwYRYO9wfAN4vPzNGh+o77HgAADgdHT39+kthhf1xbWvPiVMHADCq4Z/p3DPLPF577TVFR/+14+oTn/iEXn75ZfvjpqYmbdq0SbNnzx7ppwVGzNzdun99meLDA3XZrBTH6kiOCtb1CzK0vbJFbx+od6wOAK7BzCDt7R/UMrb8AvgQ+ce6govo/gNwmp7aWqW27n7dcdZE+8+rCyudLgmAp4V/plPvG9/4hpqbm3Xuuedq7ty5dr6fYY7/mvBv5syZOuuss/Ttb39bCxYsGOu64YXe3FenyqNd9thtkL+z3TWfP4fuPwDDmPcHYMRLP8oJ/wCcOvN+4/71pYoI9tdXzs+131Ne2X1Erd19TpcGwE34j+QXmRl9HxZwxMXF6dlnnx3tuoAPXPTh7+ujGxc5d+T3uJSoEH1sfroe3FCuNcUNOmtygtMlAXCI+R4QFxaoacmRTpcCwEVNTopQRJC/CksJ/wCcuvUHG3Wgtl2fXjZBYUH+WpmfbueIvrijRtcvyHS6PACeuu0XGG8ldW22u+bimcl26YYr+Pw5OQrw82HzL+DF6tt6tLem1Xb9+fr6OF0OABfl5+ujuZnR2l7ZbMcEAMCpuG99qXx8pJuPNUFcPjvFLhpbXcTRXwAjQ/gHt2Bm/Rm3LcmWq0iLDtGq/AwVlh3VeyWNTpcDwAHvHT/yy7w/AB8hPytGPf2D2l3d4nQpANxI5dFOvbanVudMTlB2fJj9WGRwgC6ekazNpUdV2tDhdIkA3ADhH1xeW3efHWg7PSXyxMwcV/FP50yyR5HveeMA3X+Alx75NZbncvQfwMkVZA0v/TA3DQFgpMyYocEh6db3NUGYo7/Gk3T/ARgBwj+4vCcKK9XRO2C7/nxMv7sLyYgN1ar8dHvXzcziAOA9TOC/tqReOYnhdgs4AJyMOfZrpgMQ/gEYqe6+AT26uVwT4sN01vtuNJpTB0mRQVpdVKVBkw4CwEkQ/sGlmReyB9aXKTo0QFfNTZUr+sK5Obb771dvFDtdCoBxVFLXrtrWHo78AhiR8CB/TU2OtEP6OS0AYCSe3V6t5s4+O+vv/bOFzSzRq+elqaq5SxsPNzlWIwD3QPgHl7ampEGHGjr08fkZCg7wkysy3X/X5qVp0+Emuv8ALzzye9Zkwj8AI5/7ZxYFVR7tcroUAC7O3CS4b12pQgP9tKpg+Ijv+63KG/44iz8AfBTCP7g084Ln+zebrVzVF8/NtXffzOw/AN5hTXG93fi9cEKc06UAcBMF2cOzi7eU0aUD4OTMiIDd1a1amZduF3x8kNykCM1Jj9KLO2vU0dM/7jUCcB+Ef3BZZY0demt/nS6YlqT0mFC5ssy4UF0zL00bDjVp4yG6/wBP19s/aI/YzMuMUViQv9PlAHCjzj+DuX8APsq960rt861LTt4EYRZ/dPYO6OVdR8apMgDuiPAPLsvM+jMjccyiD3dgZv+ZLsVfv8nsP8DTFZUftRfay5n3B+AUpEWH2AH9W0oJ/wB8uNrWbhvmLc2JU05ixEl/7ZWzU+1JBI7+AjgZwj+4pM7efj2+pUK5ieFaPMk9jtSZLVxXz03TeyWN2lLKcR7Ak609Nu9vWS7hH4CR8/HxUUFWrPbXtqm1u8/pcgC4qIc2lqt/cEi3Lv7oJoiYsECdPzVJ6w812uUfAPBBCP/gkp7aWqXW7n7dsiTbXii7iy+eN9z9dw+bfwGPn/cXGeyv2enRTpcCwM3kZcXYkw3bypudLgWAi44WeXhjudJjQnT+tKQR/Tvm6K/5vvIU3X8APgThH1x2s1VEsL+unZcmdzIxIVxXzUm1W0CZ5wN4pubOXu2oatHSnHi76AcATkXBsbl/W7hOAPABzPKOhvYeu/BwpNcZ50xJUFxYoFYXVdn3UgDwfoR/cDlmacaB2nZdl5/hloP0v3herkyzIt1/gGdad7DR3l3nyC+A0zE9NVLBAb4qIvwD8AHuW1+qIH9ffawgY8T/ToCfr66am6rDDR0qoqsYwAcg/IPLMV1/xs2LT77ZylXlJIbbwbvvHqjX1nIu7AFPYzp7jeU5CU6XAsANmTfpc9Kj7TVC/8Cg0+UAcCE7Kpu1tbzZzhE3s/xOxar8dPvM4g8AH4TwDy7FDKl9dc8R27puFmi4qy+fn0P3H+CBzFEaM+8vMzZUmXGhTpcDwE3lZ8Woo3fALv4AgOPuPdYEceuSj1708X4zUqM0NTlCz22vVnffwBhUB8CdEf7BpTy4oUyDQ6f3gudKchIjdPmsFL29v17bK2i9BzxFWWOnKo92aTlHfgGcgYLs4bl/zAcGcJyZ8/f89hotyI614wFOh+n+a+vu12t7ake9PgDujfAPLsPcoXp0U7my40J1dq77H6f70nm59vnXdP8BHmNNybEjv4R/AM5AXuaxpR+lhH8Ahj22uUK9A4O6Zcnpjz5aMTfNLgnh6C+A9yP8g8swLepHO/t08+Js+XrABs0pyRG6bFay3thXp52VLU6XA2AUrC2ul/n2tHgS4R+A0xcdGmhnBNP5B8Aw8z/NCajkyGBdPCP5tD9PQkSQzp6cYGeP17V2j2qNANwb4R9cZo6W2WwVGuin6wqGh9V6gi+fP9z9x+w/wDMuzM2m39np0YoKCXC6HABuriArxs46PtLCG3TA2726p1Y1Ld26cWGmXQp0JlbmpdsxSk9vqxq1+gC4P8I/uISi8qPaVdWqa/PSFBnsOW+qpyZH6pIZyXp9b612VdH9B7izHVUtdo7OWRz5BTAK8rKY+wfgr4s+Av189YmFmWf8uc6flmhvUq4urLINFgBgEP7BJdy3rsw+37rYvRd9nKz7j9l/gHtbc2B43t8yD5hJCsA1Ov+MLWVNTpcCwEF7a1q16XCTLp+dovjwoDP+fMEBfrpyTordJm6aKwDAIPyD48w8ihd31mjJpDjlJkXI05htXRdNT7Lt/HuqeQEG3NXaknqFBfppXma006UA8AAT4sMUGxaoIjr/AK92//pS+3zrktFrgjBHfw0WfwA4jvAPjntoY7n6B4dG9QXP1dD9B7i39p5+bS1v1qKJcWc8iwcADB8fH7v1d3d1q7p6B5wuB4ADmjt79dTWKs3JiNbcjNG7uWg+18SEMD2zrUq9/YOj9nkBuC/ewcBR5sXo4U3lSosO0QXTkuSpZqZF2d/fy7uPaN8Ruv8Ad7PhYKO9SbGMeX8ARlF+Voz93rK9stnpUgA44PEtFeruG9RtS7JG/eaC6f472tmnt/bXjernBuCeCP/gqJd21ai+rUc3L86Sn6+PPNlXjnX//eaNEqdLAXCK1pYMz/tbzrw/AKOoIJulH4C3Ghgc0v3ryxQfHqjLZqWM+uc3ixR9fKTVhRz9BUD4B4fdt65UQf6++nhBhjzdrPQonTc1US/uqtGB2janywFwCt4trldKVLAmJYQ5XQoADzIrLUoBfj7aUsrSD8DbvLWvTpVHu/SJBZkK8vcb9c+fEhWiZTnxenNfnRrbe0b98wNwL4R/cMzOyhYVlTdrxdxUxYQFyhuY7r+hIWb/Ae6kurlLh+o77AW0OUYDAKPFbOU0o0HM9dDg4JDT5QAYR/etL5W/r49uXDi6R37/ljn6a0YLPLu9esy+BgD3QPgHx9y7bvQ3W7k6M8z3nCkJemFnjYrp/gPcwtri4SO/zPsDMBYKsmLU0tWng/XtTpcCYJyU1LVrTXGDLp6ZrOSo4DH7OhfPSFZ4kD9bfwEQ/sEZpvX8uR3Vmp8doxmpUfImx7v/fvMms/8Ad7Dm2Ly/pTmEfwDGZumHwdw/wHvcv/5YE8TisW2CCAn002WzkrWrqlX7j9B4AHgzwj844tHNFXbT7y1j/ILniuZlxuisyQk2/DR3/QC4LnMM772SBs1IjVR8eJDT5QDwQHnHwr8thH+AV2jr7rNLOKalRNpGiLFmjv4adP8B3o3wD+Ouf2BQD20oU1JkkC6ZmSxvdLz777dvMvsPcGV7alrV1NHLkV8AYyYxIliZsaEqIvwDvIIJ/jp6B3TbkqxxmSU8PztWGbEhemprlX0fBsA7Ef5h3L22p1bVLd12uG2An6/XHvFZnhtvh+8eYsYP4LLMPB5jeU6C06UA8PC5f4caOtjICXjBiYL715cpOjRAK+amjcvX9PX1sd1/9W09J0aZAPA+3pm8wPFFHwF+PnatvTf78vm5Mov9fvsWs/8AV7W2pF5B/r4qGIdjOQC8V/6x7zHM/QM8mwnfTND/8YIMu+17vJw4+lvI0V/AWxH+YVztO9KqjYebdPmsFCVEePf8LNOCv2RSnJ7ZVq3Shg6nywHwPt19A9pcelQLJsSO6wU6AC9e+lFO+Ad4svvXlcrXR7ppUda4ft2M2FB7PfPqnlq1dPaN69cG4BoI/zCu7ltXZp9vXeJ9iz4+bPbfwOAQ3X+AC9p0uMkuJjJH9AFgLE1OjFBEkL8KSwn/AE9V3tipN/fX6fxpSTaMG2+r8tLtdc3zO6vH/WsDcB7hH8aNucv09NYqzUmPshtvIS2cGKdFE2PtAN6yRrr/AFeyprjePi9j3h+AcZjJNS8rRjuqWtTTP+B0OQDGwP3rS+3Cv9scaoK4dFayggN8OfoLeCnCP4ybx7dUqKtvgK6/9/nK+ZNt99/v6P4DXG7ZR3x4oKYmRzhdCgAvWfphunJ2VbU6XQqAUdbZ22/fC+UkhtuxP06ICA7QJTOSVVTezMJBwAsR/mFcmHDrgQ1ligsL1OWzU5wux6UsnhRnZ3A8WVSliqZOp8sBINmNePuOtGlpTrztyAGA8Zr7V8TSD8DjPL21Wq3d/bp1cZZ8fJy7rliZP7z4w7zvAOBdCP8wLt7eX6fypk674TfIn8H57/fV83PVT/cf4DLeK2mwz8tymPcHYHzMzYi2iwC2lDU5XQqAUTQ0NKT71pXauZ7XHtu665Qlk+KVEhWsJ4sqNTg45GgtAMYX4R/Gxb3rSuXn66MbF2U6XYrLdv/Nz47RE4WVdP8BLuDdY/P+lucy7w/A+AgL8te0lEgVljXbsACAZ9hwqEn7a9u0qiDd/j13knk/ds28NFW3dGv9oUZHawEwvgj/MOYO1rfb2VlmxkRKVIjT5bgk0/7/5WPdf79/56DT5QBezbzpXlvcoNzEcCVHBTtdDgAvm/vX0N5jT0sA8Aym68+4eVGWXMHxo78s/gC8C+EfxtwD68vs8y2LXeMFz1WZ44V5mdH6y5YKVTV3OV0O4LWK69pV19ajZbkc+QUwvvKzY+3zllLm/gGewFzTv7rniM6enKCJCeFyBZMSwu2YgZd2HVF7T7/T5QAYJ4R/GFPmBcUcZTXbMs1SC5y8++8rF0xW38CQfv82s/8Ap5hOZWM54R8Ah5Z+FJYT/gGe4KENZTKj9W5bki1XYrr/uvoG9NLOGqdLATBOCP8wpkw7uQkAzQuek5ut3MVZufH2TtzjmytV00L3H+CEtcX1CvDz0cIJcU6XAsDLpEWH2GH8hXT+AW6vu29Aj26uUFZcqO38cyVXzk5RoJ+vVhdx9BfwFoR/GDNmg9R960sVFRKgFXPTnC7Hjbr/ctU7MKjfv83sP2C89fQP2MHceZkxjg/lBuCd8rJidKCuTS1dfU6XAuAMPLe9Wk0dvXbWn69Z5e1CokMDdeH0JHvNw7JBwDsQ/mHMvHewQYfqO/Tx+RkKCfRzuhy3cc7kBM1Jj9Kjmyp0pKXb6XIAr1JU1myPwXDkF4CTSz/Mst+tHP0F3Hp5mGmCCAnw03UFGXJFK/OHmzOeLKpyuhQA44DwD2O62cqc9HWVzVbu2P3332z+BcbV2pJ6+7ws17WO5wDwvrl/RWWEf4C7Kipv1q6qVl2bl2ZPQbmis3ITFB8epCe3VtqwEoBnI/zDmChv7NQb++p0/tQkZcSGOl2O2zl3SqJmpUXp4U3lqm2l+w8YL2uLG+xFuvn7BwBOmJYSabuFthD+AW7dBGHc6mKLPv6Wv5+vrp6bqrLGTr7fAF6A8A9j4oENpfbIiqtttnKn7r8vn5+r3v5B/eGdQ06XA3iF5s5e7ahq0dKcOPm52GweAN4jwM9XczKitK2iWf0Dg06XA+AU1bV268WdNVo8MU6TkyLkyszW3+NLGgF4NsI/jLqu3gE9trlCkxLC7JtonJ4LpiVqRmqkHtpYpro2uv+AsfZeSaO9abEshyO/AJxVkBWrzt4B7TvS5nQpAE6RObnTPzjk0l1/f9tpPD0lUi/sqLHbiQF4LsI/jLqnt1WptbvfvuCZDjacWfdfT/+g/ofuP2Dc5v2x7AOA0/Kzh+f+bSltcroUAKfAnNp5aGO50qJD7I18d7AqP11tPf16ZfcRp0sBMIYI/zD6m63WlSo8yF/X5g23keP0XTQ9yd6Re3BjmerbepwuB/Do711rihuUFRfKnFIAjsvLGA7/CsubnS4FwCl4aVeNvWa/aVGWnannDlbMTZW/r49Ws/UX8Gju8R0JbmPj4SZ7RMXcQTIBIEZh8+/5OeruG9Qf19D9B4wVM+y68miXluXQ9QfAeVGhAZqcFK5COv8At2KaIAL9ffXx+RlyF3HhQTpnSqLWFtfrSAujhgBPRfiHUXX/+uHNVrcsznK6FI9x0fRkTU2O0APry9TQTvcfMBbWlDTY5+W5zPsD4Brys2JU3dKt6uYup0sBMAI7K1tUVN6sFXNSFRsWKHeyKj9Ng0PSU1vp/gM8FeEfRo25OH1ld63OmpygiQnhTpfjMXx9h2f/dfUN0P0HjJE1B+plFvwunsSSIgCuIT8r1j4Xlh11uhQAI3DfsSYId1j08X7nTk1UdGiAVhdV2lEoADwP4R9GjdlKOzA4pNuW0PU32i6ZkWyP/5juv6aOXqfLATxK/8Cg1h9s1JyMaEWFBDhdDgCc6PwzCP8A19fY3qNnt1erICtGM9Oi5G6C/P101ZxUldS1a0dli9PlABgDhH8YFWY1/CObKpQZG6pzJrvHZit36/770nm56uwd0J/o/gNG1fbKFrvlbjnz/gC4kOy4UMWFBRL+AW7g0c0VdtPvLW7Y9XfcymPLGk33HwDPQ/iHUfH8jhrbkWZm/ZmgCqPvslkpykkMt4OEj9L9B4yatcXD8/6WMe8PgIst/crLitGemlZ19PQ7XQ6Ak5wgeGhDmRIjgnTpzGS5q9npUcpNDLcdjD39A06XA2CUEf7hjJm5ECaQCgnw03UF7rPZyt342e6/HHX0Duh/1x52uhzAY6wtqVdYoJ/mZUY7XQoA/B1zhNCMVNle2ex0KQA+xOt7a+1ynhsXZinAz9etbziszE9Xc2ef3txb53Q5AEaZ+353gsvYWtGsnVUtuiYvjXlZY+yK2amalBCme9eVqrmT7j/gTLV199nNfGbRhztfsAPwTAXZx+b+lXL0F3BV5ro8wM9Hn1jo/k0Q18xLswvQOPoLeJ4RvdPp7u7W1VdfrcmTJ2vOnDm68MILVVJS8ne/5s0335Sfn59+9atfjVWtcFGm68+4dbH7zrhwr+6/XLX39Ov/6P4DztiGQ022q2YZ8/4AuKAZqVEK9PNVYTnhH+CK9h1ptdcSZjxPYkSw3F1SZLAdg/L2/no1tPc4XQ6AUTTiNoc77rhD+/fv1/bt27VixQrdfvvtJ36upaVF3/nOd3TZZZeNZm1wA3Vt3XpxZ40WTYzVlOQIp8vxClfOSdXE+DD9+b1StXT2OV0O4NbWFtfbZ+b9AXBFwQF+mpUepaKyoxocHHK6HADvc//6Mvt8qxsv+ni/lXlp6h8c0jPbqp0uBcB4h3/BwcE22DNzAIxFixaptHS428v44he/qO9+97uKi4sbzdrgBh7ZWKG+gSHd5kEveO7Q/ffF83LsdtL/e4/uP+BMrClpUEpUsD1ODwCuKD8rRq3d/Sqpb3e6FAB/w9yEf6qoyi7KmJfhOXODL56RrIggf60u5Ogv4ElOa8DRPffcY7v/jCeeeEK+vr666qqrRrs2uDizzv6hjWVKjQrWBdOSnC7Hq1w1J1XZcaE2/GvpovsPOB1VzV06VN+h5bnxJ25uAYArhn/GFub+AS7lL4UV6uobsKOPPOk6wnQcXzEnxW4a31Pd6nQ5AJwK/+666y477++nP/2pjhw5oh//+Mc2DPwov/jFL5Senn7i0d7O3Ut39/LuI6pr69FNi7Pkz6D8cWX+e3/h3By1dfefmLkI4NRw5BeAO8jLPLb0o4zwD3AVZl6wOfIbGxaoy2enyNOszEu3zyz+ADzHKSU2d999t5588km99NJLCg0NVWFhoWpqajR37lxlZ2fbLsAf/vCH+rd/+7d/+He//vWvq7Ky8sQjPDx8NH8fcIAJnQL9fXX9/EynS/FKZhtXZmyo/nftYbuxFMCpWVPcYJ+XTmJkBQDXlRARZLv9C8uanC4FwDHvHKhTeVOnPrEgw3bKeWLHsfm+88y2KvUNDDpdDoDxDP9M594jjzyi1157TdHRwzMNLr/8ctXW1tr5f+axatUqfe9739NPfvKT0agNLmxXVYu9A22On5o7XnCm+++L5+bYY790/wGnxgzOX3ewUTNSIxUXHuR0OQBwUvlZsSpt7FR9G9s3AVdw77oyO4f7pkVZ8kTmGPO1eelqaO/VuweGT0oA8ILwz3TqfeMb31Bzc7POPfdc2+m3cOHCsa8OLut42MSiD2ddk5emjNgQ/WntYbX39DtdDuA2zBybpo5eLcuNd7oUABjx3L+ico7+Ak47WN9uA7GLZyQpJSpEnnzKyODoL+AZ/Efyi8yMvqGhoY/8dffee+9o1AQXZ94wP7O92l6IzkyLcrocrxZgZv+dk6PvPLnTBrJmDiCAj/busXl/ZzHvD4AbKMj+69w/s4kTgHMeWF9mn29Z7NlNEBmxoVo0MVav76lTc2evokM57QW4M7Y04JQ9urncbvq9ZbFntrm7G9OSnxYdoj+tOaQOuv+AEVlb3KAgf98T3TQA4MpyEsIVGezP0g/AYeakzROFlZqaHKGFE2Ll6VblZ6h3YFDP7ahxuhQAZ4jwD6ekf2BQD20ot8OnL53peZut3JFZumI6/o529tmtYwBOrqt3QFtKj2rBhFiPHNINwPP4+vooLytGOytb1N034HQ5gNd6sqjSBoC3Lsm2c/E83aUzkxUa6KfVhRz9Bdwd4R9Oyet761TV3KUbF2ba0AmuYVV+ulKjgvVHuv+Aj7SptMnexV7OvD8AbiQ/M8Z+79pd3eJ0KYBXMmOwzJgd04V79dzheXieLizIX5fMTNa2imaV1LU7XQ6AM0B6g1NiXvAC/Hx0w8JMp0vB3zBB7OfPzbHzGB/aSPcfcDJrj837W868PwBuJP/Y3D/TuQxg/K0tadDB+g59fH6GQgK95+TAqrx0+8ziD8C9Ef5hxPYfadP6Q432uG9iRLDT5eB9PlaQrpSoYP3Pu4fssUYAH2xNcYPiw4PsvB4AcBdzM6Ll5+ujLcz9AxxrgjAnfW9e5NmLPt5v0cQ4O1/8qaIqDQx+9BJQAK6J8A8jdv/6UvtsZlzA9QT5++nz50xSQzvdf8CHqWvr1r4jbVqWE+cVs3oAeI7QQH9NT4lUUdlRe/wQwPipaOrUG/vqdP7URGXGhcrbZo5eMy9NR1q7te5gg9PlADhNhH8YkZauPj1ZVKVZaVHKy4x2uhx8iI8VZCgpMkj//Q7df8AHea9k+KJ1GUd+Abghs6G8saNXpY2dTpcCeJUHNpTJZO7e2gSxMv/Y0V8WfwBui/API/KXLRXq6hvwms1W7spsLv382ab7r0cPbyp3uhzAJY/8GstyWPYBwD3DP6OQo7/AuDE31B/bXKGJCWFaOsk7rx8mxIfZ7z8v7z6itu4+p8sBcBoI//CRBgeH7N2u2LBAXTE7xely8BGuX5CpxAjT/XdQ3X10/wHHmWNya4sbNDkpXMlRzC0F4H4Kji39KCxrcroUwGs8va3KnoK6dXG2PQLrrVbmpau7b1Av7qxxuhQAp4HwDx/pnQP1Kmvs1PXzM2xnGVyb+X/0ubMnqb6tR4/Q/QeccKC2XXVtPVqWw5FfAO4pJSpEqVHBdP4B43jj0Cz6CA/yP3H01VtdPjtFgf6+Wl1Y5XQpAE4D4R8+0r3rSu12uZsWZTldCkbohoWZdpsp3X/AX60prrfPy3O988gOAM+Qnx1rb2a0dHL0Dhhrmw432UVhq/LTbQDozaJCAnTR9CRtKm1SOXNHAbdD+IeTOlTfbjv/zDf61OgQp8vBKXX/TVRta48e31LhdDmAS1hb0qAAPx8tnBjrdCkAcNryjy1eK6qg+w8Ya/etL7XPNy+mCeLvFn8UsfgDcDeEfzip+9eX2Wdv3Wzlzm5cmKX48ED9/u2D6umn+w/ezfwd2HioSXmZMQoN9O479wDcW0H28A2MwlLCP2AsVTd36ZXdtfbEwKSEcKfLcQnLc+KVEBGkJ7dW2rnwANwH4R8+VHtPv13nPiUpQgsn0CnjbkIC/XTHWRNV09Ktx7dwdw7erais2W4sP2sy8/4AuLepyREKDfTTFpZ+AGPq4Y3lGhgc0m00QZzg7+era+elqaKpS5tL+R4EuBPCP3yop4oq1dbTb7v+fHy8d7OVOzNzGuPCAvX7t0ro/oNXOz7vb1kO8/4AuP+b77kZ0dpe0aK+gUGnywE8kpmZbRbnZcaG6pwpiU6X45JHf58opLkAcCeEf/jwzVbryxQZ7K+r56U6XQ5Okzne+JmzJqq6pZsXaMjb5/2ZQdUz06KcLgUAzlhBVoztZt5b0+p0KYBHemFHjRo7enXzoiy7+BB/NTkpQrPSovTizhp19vY7XQ6AESL8wwd6r6RRJXXt+vj8DOZjuTlz0RIbFqj/99ZB9fbTIQDvc7SjVzurWrQ0J44LeAAeIS8rxj4XljH3DxibJohShQT46WMFGU6X45JW5qWpo3dAr+w+4nQpAEaI8A8f6N51pTInfW9exIwLdxcW5K/bl09QVXMXm7ngldYdbNTQkDnyy7w/AJ5hXmaMvU7bQvgHjLptFc3aUdmiq+elKSo0wOlyXNJVc9MU4Oej1YVVTpcCYIQI//APKpo69ca+Wp03JVGZcaFOl4NRcMvibEWHBuh3b5UwHwheZ23J8Lw/s60PADyBGWMwOTFCRYR/wKi7b12pfb51SZbTpbgsc6ro3CmJeu9gg92KDMD1Ef7hHzy4ocx2yZhFH/AM4ab7b9kEVR7t0lNF3KGDdx3defdAg7LjQpURy80MAJ4jPztGNS3dtrMfwOioa+vWCztrtHBCrKYmRzpdjktblZ9u3zM+tZX3FoA7IPzD3+nqHdCjmys0MSGMrZgexoS5plPgt3T/wYuUNnbaN8bL6PoD4GHyM5n7B4y2RzZWqG9gSLfRBPGRzBZk0wFoxgqZm60AXBvhH/7OM9uq1NLVp1sWZcmXwfgeJSI4QJ9eNkHlTZ16mjt08BJri4eP/DLvD4CnKcg+Fv6VNjldCuARzM3xhzaWKTUqWBdOT3K6HJcX6O+rq+ak6lB9h7ZWNDtdDoCPQPiH9222KlNYoJ9W5qc7XQ7GwG1LsxUZ7G+7//rp/oMXWFPcIHMfY/GkOKdLAYBRlRkbqvjwQJZ+AKPk5V1HVNfWoxsXZcnfj7fJIz36a6wuZKkg4Or4roYTNpce1d6aVvtN3HSJwfNEBgfoU8smqKyxU89sq3a6HGBMmYB7/cFGzc2ItkfeAcCT+Pj4KD8rxl67dfT0O10O4BGLPkw32/XzM5wuxW3MSI3UlKQIPbe9Wt19A06XA+AkCP/wD5utbl7MjAtP9smlExRB9x+8wPbKZrX19GtZLkd+AXimgqxYDQ5J2zhyB5yRXVUttov2ytmpigsPcroct7oJsTI/Ta3d/Xpjb53T5QA4CcI/WDUtXXp59xEtz41XTmK40+VgDJkOKBMAHm7o0HM76P6DZx/5Ncz3NQDwRHlZLP0ARsP964ebIFj0cequnpsmP18fu/gDgOsi/IP18MZyDQwO6Va6/rzCp5ZmKzzIX795s8T+fwc80driBvvn3Bz7BQBPNDMt0h5TZO4fcPqOdvTacTh5mdGalR7ldDluJzEyWGflxuudA/Wqa+t2uhwAH4LwD+rpH9Ajm8qVERuic6cmOl0OxkF0aKC9s2m2cz1P9x88UFt3n908t2hinAIY2g3AQwX5+2l2WpS2lh3VIDfzgNPy6OYK9fQP6la6/k6bWRZpGgqe2cr7Crgeml2G8Y4IemFHjRrae3XLomzbsg3v8OllE+xmZ7r/4InMog/z55ojvwA8XX52jJ1veqCuzelSALdj5l8/uKFMCRFBunRmitPluK0LpiUpMtjfHv0dGuJ9BVxHS2efLvzFO3qCjdSEfxhe9BEc4KvrCoZXtcM7xIQF2jucJXXtenFnjdPlAKNqbcnwvL9lhH8APFx+5vDcvy2lHP0FTtUb++pU1dylGxZk2iP0OD3BAX66Yk6q9h1p0+7qVqfLAU74xWv7daihQ/Q4Ef55PbMdbntli66Zl2aPgsK73L58okJt918xx4XgcfP+UqOCNTE+zOlSAGBM5R9b+lHE3D/gtJog/H19dOPCTKdLcXsr84YbSVj8AVexp7pVD2woU0FWjM07vB3hn5czL3gGMy68U2xYoG5ZnK0Dte16adcRp8sBRoW5g2/u8JmuPx8fbvMB8Gxx4UH2RgdLP4BTc6C2TesONuqyWSl2aQXOjFmYYr4XPbutWn0Dg06XAy9njp9//9ld9sd3rpjBewLCP+9W39Zjlz0snBCrqcmRTpcDh3xm+QSFBPjp12/Q/QfPsLa43j4vz01wuhQAGBd5WTEqb+pk0yZwWk0QWU6X4hFMuGIWfzR29Ort/cPXYoBTzAbvzaVHddOiLM1IZYu3QfjnxcyG376BIbr+vJzpGLhlcZb217bpld10/8H9vVvcIHNzb2kO8/4AeAdzpMng6C8wMi1dfXqyqEoz0yKVd2xuJs6cOVpprsGeKKxwuhR4sbbuPv3kxb32lNvXL5zsdDkug/DPS5lW7Ic2liklKlgXTU9yuhy4wOw/s/TlHrr/4ObMn991JQ2akRppX/ABwJvm/hUS/gEjYjZ/dvUN6NbF2RwHHEWp0SFaMilOb+6r09GOXqfLgZcyJ9rMKcdvXTyFvQZ/g/DPS5kOr9rWHtsG6+/HHwNvlxARpJsWZtkNXa/uqXW6HOC0mQ1zRzv7tCyHI78AvMekhHBFhQQw9w8Y4Y3CB9aXKiY0QFfOSXW6HI9c/GFOlz27vdrpUuCFimvb9Of3SjUnPUofK8hwuhyXQurjxTMuAv18df18/kJg2B1nT1SQv6+9U2IGpALuaE3J8Xl/HPkF4D18fX3ssP1dVS3q7htwuhzApb1zoF6ljZ26fkGmggP8nC7H41wyM1lhgX5s/cW4M+9hf/Dcbg0MDemHK2ba10b8FeGfF9pd3WKHX14xJ8XOewOMxIhg3bgwS3tqWvX63jqnywFOy9riBnuE/fgROADwFgXZsbbbZmdVi9OlAC7tvvWlMpmAOQGF0Rca6K9LZ6VoR2WL7cICxsuLO4/ovZJGfbwgQ3Myop0ux+UQ/nmh+9eV2efbWPSB9/ncse6/e944QPcf3E5X74C2lB7Vgglx3MkH4HWOLy0w3wcBfLDDDR12E+1F05OVFh3idDkea1V+un1+gu4/jJPO3n79+IU9igz21zcvnuJ0OS6J8M/LmMGrT2+r0rzMaM1OJw3H30uMDNYnFmRqV1WrHdQLuJONhxvVOzCo5Wz5BeCF5mZEy9/Xh6UfwEncv77UPt9KE8SYWpAdq/SYED1VVKX+gUGny4EX+N1bJapp6dY/XzyF040fgvDPyzy2pUI9/YN0/eFDff6cSQq03X/M/oP7Hfk1ljHvD4AXCgn0s5vOi8qP8voNfICOnn49saVSU5IitGhirNPleDQza+3avHTVtfVobcnw9Rkwlh29f3z3sKanRNoxVvhghH9eZMButipTfHiQLp2Z4nQ5cFFJpvtvfoad02GORQDuwlxcmu9vU5MjnC4FAByRlxWjpo5e+0YIwN97cmuV2nr6dcuSLPn4sAhgrK3MS7PPq4uqnC4Fnr7k49nd9vTPD1fMkB9LPj4U4Z8XeWNvraqau3TDwkzb2QV8mM+Z7j8/X/2K7j+4ibrWbu070ma3/HJBD8BbFWQNdzNt4egv8HfM9ez960rtPLBr5g2HUhhbWXFhmp8do1d3H1Frd5/T5cBDmUWVZoP3tfPS7OIrfDgSIC/bbGVmwdy4MNPpUuDiUqJC9LH56dpe0Wy/mQKu7viRkmXM+wPgxY5vOi8i/AP+zrqDjSqua9fHCjLsNlqMj5V56Xbk1As7apwuBR6ou29AP3x+t8KD/PWdS6c6XY7LI/zzEmbNull7bdaum2OdwEf5/Dk5CvDzYfYf3ALz/gBASo4KthtM6fwD/t6960plDgbcvJh5YOPpstkpCg7w1epCtv5i9P33OwdV0dSlr16QaxdX4uQI/7yo68+4lRc8jJB583BdQYa2ljczqBcuzYTT5s/o5KRwbm4A8Hqm+6+krl3Nnb1OlwK4hIqmTjv+6NwpifYoKsZPZHCALp6RbG9IlDKLFKP89/r3bx9UbmI427tHiPDPC5gZC08WVdkNcMePgwAj8U/nTBru/nud7j+4rgO17Xab3LKcBKdLAQDHFWQfO/pbTvcfYDy4sUyDQyIgcPDor7G6iO4/jJ4fPb/HHim/86oZCvAj1hoJ/it5AbPSvrN3wL7gMQgfpyI9JlSr8tPt3TozKwVwRWuKh+dSLp/MkV8AyMscDv+2lBL+AWYm2GObKzQxPkzLmQvsiKU58UqODLbNKIMmhQXO0Nv76/TqnlpdPjtFS/h7PWKEfx7OfIO9f32pYkIDdNWcVKfLgRv6p3Ny7KIYuv/gqtYUN9jt1AsnsOELAKYmRygs0E+FzP0D9My2KjV39tlZf76+NEE4wc/XR1fPS1NVc5c2HKaZAGemp39Adz63RyEBfvru5dOcLsetEP55uHeK61Xa2KmPz89UcICf0+XADWXEhtp2/U2lTVp/iBdsuN4FwMbDjcrLimZ7HwBI8vfz1bzMGG2vbFbfwKDT5QCOMTet711XZsNwc5IFzlmVn2afVxdWOV0K3Nz/rj2sww0d+tL5OUqJCnG6HLdC+Ofh7ltXKnOT66ZFmU6XAjf2hXNz7F070/0HuBLT2dLdN6jlucz7A4Dj8rJi7PfGPdWtTpcCOMaMrdlb06qV+emKCA5wuhyvlpMYoTkZ0XppV406evqdLgduqqalS795o0QT4sP06WUTnC7H7RD+eTCzUent/fW6cHqSnd0GnK7MuFBdMy9NGw83aQPdf3Aha4uHN1Evz2XeBwAcV3BswZsJPwBvde+6Uvt8y2IWfbiCVXlpdg79y7uOOF0K3NRPXtirrr4Bff/K6Qry51TjqSL882D3ry+zz2y2wmj44rHuv1+/QfcfXMfakgZFhwZoRmqU06UAgMuYmxkts+OtiPAPXupIS7cNmZblxCsnMdzpciDpyjmpdkbzE4Vs/cWpW3ewQc/vqNFF05N0zpREp8txS4R/Hsq0U/9lS4UmJ4Vr8cQ4p8uBB8iOD9OKual26+/m0ianywF0tKNXO6tatHRSvA2mAQDDIoMDNCUpQlvKmljWBa/00MYyDQwO0QThQqJDA3X+tEQ7Q7zyaKfT5cCNmPm1339mt4L8ffXvV0x3uhy3RfjnoZ7cWqW2nn7b5u5jbv0Co+BL5+XaGZLM/oMreO9gg8x72mUc+QWAf5CfFaPa1h5VHu1yuhRg3JeBPbKpXOkxITpvKh1CrsQsETSeKmLxB05tj0FxXbs+f84ku4wSp4fwzwOZO7z3rytVRLC/ndMGjBYzXHXF3DR71LKwjO4/uMa8P3OkBwDw9wqyh+f+FZVz9Bfe5cWdNWpo79Uti7M4GeBizp6SoLiwQNuoQlcyRqKurVu/er1YGbEh+tzZk5wux60R/nmg9QcbbTL+sYIMhQX5O10OPMwXz8ux3X/mmzDgFHPBuKa4wQbS3AEEgH+Unxlrn7eUEv7Bu9y7rkzBAb72vRBcS4Cfr20kONzQwY0JjMh/vLhP7T39+t4VMxQcwJKPM0H456GbrcxJ35sXZTldCjzQpIRwO7DXBC+8aMMp5qKxqrmLrj8A+BCmSyIhIkiFLP2AF9lW0aztFc26em6anTEH17Mqf/jo7xOFHP3FyZk586ZL9JwpCbpgGkf4zxThn4cxw1Nf31urcyYn2AUNwFj40nk5NmBm9h+cYo6eG8z7A4APZmY+F2TFaN+RVts1AXgDM/rIYNGH65qeGqlpKZF6fnu1uvsGnC4HLsos7PneM7vthujvXzmDPQajgPDPwzy4oVyDQ7zgYWzlJEbo8lkpeudAvb3DCow303lq5vgsnsQ2cwA42dIPc124rZzXani+hvYePb+jRgsmxNpwCa5rZV6aXU756p5ap0uBi3p4Y5n21rTq9uUT7JgfjFP4193drauvvlqTJ0/WnDlzdOGFF6qkpMT+3Cc/+ckTH1+6dKk2b948CmXhdJg7J49uLrd/Oc7KTXC6HHi4L5+fa7v/fv0G3X8YX/0Dg9pwsFFz0qMUGRzgdDkA4NLhn7GFJV3wAo9sLFfvwKBuXUwThKszc//MTdzVhZVOlwIX1Njeo5+/sl8pUcF23jzGufPvjjvu0P79+7V9+3atWLFCt99+u/34Nddcoz179tiP/8u//Iuuu+66USoNp+rZbdVq7uyzs/582WyFMTY5KUKXzUzRm/vqtKOSjgKMn+2VzfZu8XJucgDASc1IjVKQvy9z/+Dx+gYG9eDGMiVHBuuiGUlOl4OPYOaRmjFVa4rrVdva7XQ5cDEm+Gvt7td3L5+u0EAWmI5r+BccHKzLLrvsxDnrRYsWqbR0eJ7CVVddJX9//xMfr6qqUn8/c0Wc2HxpFn2EBvppVcHwEFVgrH3p/OE7MXT/YTy9e2B43t9y5v0BwEkF+vtqTnq0tpY32/lJgKd6dXetalt7dNOiTLtRFq5vZX66HUvw9FYWf+CvzEipx7ZUaMmkOF02K9npcjzKaX1nvOeee2z33wd93ISEx8NAjB9zR3dPTatW5qVzDA7jZmpypC6dmazX99ZpV1WL0+XAi5Z9hAf5a05GtNOlAIDLy8uKsQs/9h9pc7oUYMzct67ULga4fkGm06VghM6flqiokACtLqq0jSzA4OCQvv/MLvn5+OjOq1jy4Xj4d9ddd9l5fz/96U//7uMPPvigHn/8cf3P//zPB/57v/jFL5Senn7i0d7efvpV4x+Yrj/j1iVZTpcCL5z9Z9xD9x/GQWt3n70juGhiHHf2AWAEzMZfo7Cco7/wTHuqW7WptElXzE5RfHiQ0+VghIL8/XTVnFQdqG3XrqpWp8uBC3h8S4W2V7bok0uzlZsU4XQ5HueU3jndfffdevLJJ/XSSy8pNDT0xMcfe+wx3XnnnXrttdeUlPTBMxa+/vWvq7Ky8sQjPDz8zKuHZeYkvLzriJbmxNktrMB4MtvULp6RpNf21Gp3Nd1/GFtm0Yc5usaRXwAYeeefUVjK0g94btefcesSFn2449Ff44nCCqdLgcOaO3v1s5f32XmQx5tL4FD4Zzr3HnnkERvwRUf/9aiV6fb77ne/q9dff12ZmbRZO+GhDWXqHxxisxUc86Xzhr9BM/sP43Hk1yD8A4CRiQ0L1MSEMDr/4LGBwdPbqjQ3I5pxIG5oTnqUJiWE6dnt1ertH3S6HDjoF68d0NHOPv3rZVMVwRgz58I/06n3jW98Q83NzTr33HM1d+5cLVy40P7cjTfeqO7ubjsD0HzcPBobG8emWvyDnv4BPbypXOkxITp/Gput4IyZaVG6YFqSXtldq701tO1j7KwpblBadIgmxIc5XQoAuNXR34qmLtWxVRMe5rHNFerpH9RtdP25JTPTzXT/mdDnzX11TpcDh5jTYw9uKNP87BhdPTfN6XK8O/wzM/rMEM6DBw9q27Zt9rFx40b7c319faqoqDjxcfOIi4sb67pxzEs7j6ihvVc3L8qSny8DMeGcrxxrz/7Nm3T/YWxUHu3U4YYOLcuJZwAwAJyC/ONHf8vo/oPnMGNAHthQpvjwQF3KVlC3dc28NJnLOrP4A97H5Ezff2a3/fGdV83kGn8MMS3dAxZ9BPn76mMFGU6XAi83Kz1K509N1Is7j7BREGNibfHwkd9lHPkFgFOSnxVrn7cQ/sGDvLG3VpVHu3TDgky7PALuKSUqxN7YfWtfnRrbe5wuB+Psqa1V9rXJNDNNT410uhyPRvjnxrZXNNutl6Y1NiYs0OlyAH3lgmOz/+j+wxhYU9Jg7wwvzSH8A4BTMTE+TNGhAYR/8Cj3ry+Tv6+PblyU5XQpOEOr8tPtDHsz+w/eo627T3e9uM/Opv36hVOcLsfjEf65sfvWs9kKrmV2erTOnZKgF3fWqLiW7j+M7tGe90oaNDM1yl4gAABGztfXR/mZMdpd1aLuvgGnywHOWEldm10CdsnMZCVFBjtdDs7QRdOTFR7krycKOfrrTe55vVgN7T369iVTFBXKko+xRvjnpsxfkue312hBdiztsXApX7lgsoaGTPdfidOlwMMGATd39nHkFwBOU15WjO2sMSdHAHd337oy+0wThGcICfTT5bNStLu6VfuOsDzQGxyobdOf15XaLd3X5TPCbDwQ/rmpRzeVq3dgkBc8uJy5GdE6e3KCnt9Rbe/KAqO15ddYzpFfADjtjb9GYTlHf+HeWrv77HKI6SmRJ/5cw/2Zrb/Garr/vGbJx+DQkH541QzbnY6xR/jnhvoGBvXghnIlRwbrohlJTpcD/IMvn59ru/9+Q/cfRnHZR3CAr/KzucgHgNNhuivMfLTCUsI/uDcTDnX2Dui2JdlsBvUg87NjlBkbqqe2Vqt/YNDpcjCGXthZo/WHGnX9/Az72oTxQfjnhl7bU6sjrd26cWGmAvz4XwjXk58Vo+W58Xpue7UO1rc7XQ7cXFfvgArLjmrhhDi2+QHAaQoO8NOMtCjb+We6LgB3NDg4ZBd9mAU2V81NdbocjCIT5K7MS7fjrY6f+IDn6ejp109e2KuokAB98+KpTpfjVUiO3NC960oV6OerTyzMdLoU4EN95fxcDQ5Jv6P7D2do4+FGO+bABMoAgNNnjkia+akH6zucLgU4Le8W1+twQ4c+Pj/DBtrwLNfmpdnnJ4o4+uupfvtWiWpauvXPF09hid84I/xzM3trWrXpcJOumJ2i+PAgp8sBPlRBdqyW5sTp6W1V9iINOF3H7/6y7AMAzrwz3ygq4+gv3NN960plxoPdvCjL6VIwBjJiQ7VwQqxe212rls4+p8vBKDtU364/rTlk53XesIBGpvFG+OeGL3jGLSz6gBv4yvmTbfffb+n+wxnO+0uICNKUpAinSwEAjwj/tpQ1OV0KcMpKGzr09oF6XTAtSekxoU6XgzFc/GFOfDy3o9rpUjCKzLiJHzy3R30DQ/rhihnyY8nHuCP8cyPNnb22i8oMxTQbVQFXt2BCrBZPHO7+K2uk+w+nrq61W/tr27QsJ56h3gBwhpIig5UeE6ItdP7BDT2wocwulDOLPuC5LpuVopAAP7vRGZ61t+DdA/X2aLc5IYbxR/jnRh7fUqHuvkHdtoQ2d7iPr1yQq4HBIbr/cFrWlgwf+WXeHwCM3ty/Q/UdaurodboU4JSWBJj3QrmJ4Vo8Kc7pcjCGwoP8dcnMZG0tb2ZxoIfo7hvQD5/fo4ggf33nUpZ8OIXwz00MHNtsFR8eaO+GAO5i0cQ4O7vjya1VKm/sdLocuOGRX8N0/gEAzhxz/+COntpapbbufjv6iJMAns9s/TWepPvPI/z+7YOqPNqlr144WYkRwU6X47UI/9zEm/vq7F+YTyzIVJA/m63gfpt/TYD9u7fo/sOpzQZZU9JgZ/0lRnKhAACjIT9r+LhVYTnhH9zneuD+9aWKCPbXtfOGt8HCs5nuztSoYD1VVKVBM0Acbss0f/z+nYOanBSuWxZzgtFJhH9utOjD39dHNy7kLwzc8wV8fnaMnd1R0UT3H0bGzPqrb+thyy8AjKIpyRH2WF1hKeEf3MP6Q406UNuu6/IzFBbk73Q5GAdmGcQ1eWmqbum2///hvn70wh719g/qzqtmKsCP+MlJ/Nd3AyV1bXbu1cUzk5UcRfcL3I85nmE2//YPDun/vU33H07xyC/hHwCM6pvqeZnR2l7ZbN+QAe7QBGHcTNeQV7n22NHfJwo5+uuu3tpfZxd9XDknlVmdLoDwzw2YWX8Gm63gzpbmxNk5Q+YFvPIo3X/4aGuKGxTo52tnRgIARo95Pe7pH9Tu6hanSwFOylwzmvDgnCkJmhAf5nQ5GEeTEsLtjYqXdx1Re0+/0+XgFPX0D+jOZ3crNNBP/3oZSz5cAeGfi2vr7tPqwkpNS4m029kA9+7+y1XfwJAd+gp81AXDxsON9g1qaCBHfABgLJZ+FLL0Ay7uoY3lMiPfbqUJwmsXf3T1DejFnTVOl4JT9Kc1h1Xa2KkvnZerlKgQp8sB4Z/rM11SHb0Dum1JFput4PaW58bbO3iPb6lQdXOX0+XAhZlZVN19gxz5BYAxMDcjWr4+hH9wbd19A3p0U7my40J1dm6C0+XAAVfOTlWgv69thoH7qGru0m/fLNHE+DB9etkEp8vBMYR/LsxsNnpgfZmiQwO0Yi6breD+6P7DSJktv8cDYwDA6IoIDtCU5EhtKTtqN6kCrujZ7dU62tmnmxdny9ek1fA6UaEBunB6kjYebmJpoBu564W9tmPzB1fNsOEtXAP/J1z8ze+hhg59fH6GggP8nC4HGBVnT07QnIxoPba5QjUtdP/hw5d9mBsfM1KjnC4FADySGSdjNqpXHuW1GK7HhNJm0YeZF3ZdwfDiB3inVccWfzxZVOV0KRiB90oa9MLOGl08I0lnTaZj15UQ/rkw84JnbnLdtJDNVvC07r8c9Q4M6r/p/sMHaOro1a7qFi3NibdbKQEAYzf3b0tZk9OlAP+gqPyodle36tq8NEUGBzhdDhxkToEkRARpdVElncourm9gUN9/dreC/H313cunO10O3ofwz0WVNXbY1djnT0tSRmyo0+UAo+rcKYmanR6lRzZXqLa12+ly4IJ3DM213fIcjvwCwFhh6Qdc2b3ryuzzrYtZ9OHt/P18dfXcVJU3dWpzKd+vXNm975WqpK5d/3RODhmGCyL8c1Fm1p9583sbm63god1/Xz4vV739g8z+wwce+TVY9gEAYyc9JkRJkUHawptpuBhzY/ilnTVaMilOuUkRTpcDF7Ayf/joL4s/XFdda7d+9foBZcaG6rNnT3S6HHwAwj8X1Nnbb7eh5iSG2xc9wBOdPy1RM9Mi9cimcvtiARjmOMfakgZNiA9Tegx3DAFgLG/Eme6//bVtauvuc7oc4ISHNparf3BIt9IEgWOmJkdqRmqknSXX1TvgdDn4AD99aZ86egf0vSums6/ARRH+uaCntlaptbtfty7OshdmgCd3//X0D+oP7x5yuhy4iMMNHapq7tIyjvwCwJjLz4q1J022ljc7XQpgmVMhD28sV1p0iC6YluR0OXAhq/LT1d7Tr1f3HHG6FLzPpsNNNsM4d0qCbfCAayL8c9HNVhFB/rr22GYjwFNdOD1J01Mi9dDGMrtxEDBdf8eHOwMAxmvpB0d/4Rpe2lWjhvYe3bw4i6Vf+DtXzUmVv6+PnuDor0vpHxjU957ZpUA/X33/yhk0L7kwwj8Xs+FQkw7UtmtVQbrCgvydLgcY++6/83PV3Teo/3mX2X+Q3j3QYC/2FzHyAADGnDlGFxzgqyLCP7iIe9eV2k2hHy/IcLoUuJi48CCdOzXR3iiuaelyuhz8zTH9fUfadMdZE5UdH+Z0OTgJwj8XY7r+jFvYbAUvcdH0JE1NjtADG8p0sL7d6XLgoL6BQW041Ki5GdGKDA5wuhwA8HgBfr6anR6treVHbfcG4KQdlc32CPqKuamKCQt0uhy4oJV56XZUgTliCueZLt3/enW/UqOC9U/nTnK6HHwEwj8XYuZcmRkGZ09OsMPuAW/g6+ujf7t8mvoGhvSJ/9mgQwSAXmt7RbOd5cK8PwAYPwVZMXZIu1n8ATjd9Wew6AMf5rypiYoJDbBbf824LDjr5y/vt7sKvnvFdIUGcmrR1RH+uZAHN5RpcEi6jRc8eJnluQn69fXz1NjRq0/8cYNd+gDvs6aYeX8A4NTcv0KO/sJBje09en57jeZnx2hGapTT5cBFBfr72tl/B+s7tL2yxelyvJrpGH9sS4WW5sTp0pnJTpeDESD8cxHdfQN6dFO5suNCbecf4G0un52iX318rl38YToASwkAvY6Z4WKWHc3JiHa6FADwGoR/cAWPbq5Q78Ago4/wkVbmDy/FNN1/cMbA4JC+98xuu4DlzqtY8uEuCP9cxHPbq3W0s083L862xyABb3TlnFT98uNzVdfWbTsAyxs7nS4J46S1u0/bKprtog8zgwoAMD6iQwOVkxiuLaWEf3CGmTdpTkAlRQbpEjqI8BFmpUVpclK4nt1erZ7+AafL8UqPb6nQzqoWfWrZBOUkRjhdDkaId1guwMwruG99qUIC/LTq2J0MwFutmJtmA8Da1uEAsKKJANAbrD/YaO8icuQXAMZffmaMnT19pKXb6VLghV7dU6ualm7duDCLG4D4SKbLzCz+aOnq05t765wux+s0d/bqP1/ep8SIIH3pvByny8Ep4LurCygqP6pdVa26Ni9NUSFsuARMAPhfH5uj6pYuXf8/BIDeYO2xeX8s+wCA8ZefzdFfOOe+daUK8PPRJxZkOl0K3MQ189JkDss9wdHfcXf3q/vticV/vWyaIoLJLtwJ4Z8LuG9dmX1msxXwV9fMS9fPVw0HgKYDsPIoAaCnz/tLiw5h0zkAODj3b0tZk9OlwMvsrWnVxsNNunxWihIigpwuB24iMTLYLgx8+0C9nReO8bGrqkUPbSzXguxYrZib6nQ5OEWEfw6ra+3WiztrtGRSnCYncV4e+FvmGPx/rpxtjyKZANA8w/OYzk6z4dkc+WVgMACMv4nxYYoJDVARnX8YZ/evL7XPNEHgdBZ/mJExz2yrcroUrzBol3zskrlSv3MFSz7cEeGfw0xy3j84xGYr4ENcV5Chn107WxVNXXYLcE0LAaAndv0Zy5j3BwCOMG/iTPff7upWdfUyQB/jNzvsqa1VmpMepXmZw92nwEhdND1JEcH+Wl1E+DcezN/VovJmm1tMS4l0uhycBsI/B/X2D+rhTeX2qNsF0xKdLgdwWR+bn6H/uHaWyps67QxABpJ73rw/c/Nw6STCPwBwSn5WrL0hvb2y2elS4CX+sqVS3X2DdP3htAQH+OmK2an26Pie6lany/Ford19+ulL+xQXFqivXTjZ6XJwmgj/HPTSrho7o+CmRVnyZ7MVcFLXL8jUXdfMUlljpz0CTADoGcxxjfcONmhmapRiwgKdLgcAvFYBSz8wzq//928otWHC5bNTnC4HbmpVfpp9Xl3E4o+x9KvXitXQ3qNvXzqVBaVujMTJ4c1WQf6+un5+htOlAG7hhoWZ+vHVM+18uBv+uMHOzIR7213doubOPjvvDwDgnFlpUXbjKuEfxsNb++qGR7osyFSQv5/T5cBN5WXG2GVxT2+tUt/AoNPleKT9R9p03/pSzc2I1qq8dKfLwRkg/HPIzsoWe2b+qjmpdLsAp8B0yv5oxQwdaujQ9SYAbCMAdGdripn3BwCucoRuZlqUDf/MYHdgLJkwwc/XRzcuynS6FLj5vNJr56WpsaNX7+yvd7ocjzM0NKTvP7tLg0ND+uGKGfL1ZcmHOyP8c8i969hsBZyumxdn686rZuhQfYddAmKOz8M9rSmuV0iAnx00DwBwVn5mjFq6+nSwvt3pUuDBSura7c2/S2YkKyUqxOly4OauyePo71h5bkeNNhxq0vXzMzU7PdrpcnCGCP8c0Njeo+d2VKsgK8beYQVw6kxw/r0rputg/fARYAJA99PZ2287TBZMiOXIDwC4AOb+YTw8sH64CeKWxVlOlwIPkB4TqsUT4/TG3jq7QRqjo6OnXz95YY+iQwP0rYunOF0ORgHhnwMe3VxhN/3S9QecmU8tm6DvXj5NxXXtuvFPG+wgWriPjYeb1DcwxLw/AHARece6sLcQ/mGMtHX36YnCSk1NjrA3/4DRsCo/Xb0Dg3pue7XTpXiM37xZotrWHv3zRVMYU+YhCP/GWf/AoB7aUKbEiCBdMjPZ6XIAt3f78ok2ADxQ264b/7jRdtbCPaw9Nu9veW6C06UAACQlRgQrMzZURYR/GCOrCyvV0Tug25Zk23ltwGgw76tDA/30RFGV06V4BDP64X/XHtKM1Ei7lAeegfBvnL22p1bVLd26cWGWAvz4zw+MVgD4L5dO1f7aNt34p41q6qDl313CP3MjZHJSuNOlAACOMTNYzVItbqZhtJlFMvevL1NUSIBWzB2e0waMhrAgf106M0XbK5pVUtfmdDluv+TjB8/utqdzfrhipl3MA89A+uTAoo8APx99YmGG06UAHuWzZ0/Sty+Zqn1HhgPAowSALq22tduGtcty4rnzDwAu5PgCpqLyZqdLgYdZW9Jgg+WPz89QSCCzfjG6VuYPB8pPFNL9dyZe2V1rF/KYo9Qs5PMshH/jaN+RVjvj6vJZKfZYBYDR9flzJumbF0/R3ppWGwAy9Nf1j/wuY94fALjk0o8tZU1OlwIPc9+6Upn7fTcvYtEHRt+iCXFKiw7RU1srNTA45HQ5bqmrd0A/en6PIoL8bVMFPAvh3zi6b12Zfb6FRR/AmPnCuTn654sma8+xALCls8/pkvAhd/8N0/kHAHAduYkR9o0fc/8wmsobO/Xm/jqdPzVJGbGhTpcDD+Tr66Nr89Lskor3jl1n4tT8/p2Dqmru0tcunKyEiCCny8EoI/wbJyaAeHprlWanR2leRrTT5QAe7Yvn5eprF0zW7upW3fS/G9XSRQDoarNEzHECs+kvMZIuaABwJWa+07ysGG2vbFFP/4DT5cBDPLChVENDsos+gLGyMi/dPq8uqnS6FLdT1tih/37noKYkReiWxXTneiLCv3Hy+JYKdfUN6NbFbLYCxsNXLsjVV87P1c6qFt1CAOhSzFzGhvYeuv4AwEXlZ8aot39Qu6panS4FHqCzt1+Pba7QpIQwLc2Jc7oceLDs+DAVZMXold1H1NrNtf+pMMd9zff9O1fMkD+LST0S/1fHgZk58MCGMsWFBery2SlOlwN4ja9ekKsvn5djuxdu+b9NXAS4COb9AYB7zP3j6C9Gw9Nbq9Xa3a9bl9AEgbG3Mj9d3X2DenFHjdOluI0399Xq9b11umpOqhZNJKD3VIR/4+Dt/XUqb+rU9QsyFBzAZitgvJgLTDOz4ovn5mh7RbNu/b9NaiMAdNyakgYF+vlq4QQuLgDAFc3JiJavD0s/MDqjPsyij/Agf1177EgmMJZMs02Qvy9Hf0eou29Adz63R6GBfvrXy6Y5XQ7GEOHfOLh3Xamdn3ITm60ARwLAb1w02W4C3lo+HAC29/Q7XZZXX2BsOtyo/KwYhQRyMwQAXJEJaqalRKqwrNmGN8Dp2ni4Sftr27QqP93+uQLGWmRwgC6akazNpUftHDuc3J/WHFJZY6e+fH6ukqOYxe3JCP/G2MH6djvY/uIZSUqJCnG6HMBrA8BvXTxFnz17oorKm3UbAaBjzBEycxRj+WSO/AKAKzM3acx8VnN6BThdpuvPYIEAxtPKvDT7vLqoyulSXJrZ7Pvbt0o0MSFMn1o6welyMMYI/8bYA+vL7LNZ9AHA2QDwO5dM1R1nTdSWsqP65J83qYMAcNy9e2ze3/KcBKdLAQB8RPhnFDL3D6epurlLr+6p1VmTEzQxIdzpcuBFlucmKDEiSE8WVWpwkO7lD/OTF/bYm/I/uHKGAv2Jhjwd/4fHkOkseqKwUlOTI7RgQqzT5QBezwSA/3LpVN2+bII9CvDJezfbDXQYP2tL6hUTGqAZqZFOlwIAOImC7OFrV3PDDDgdD24os4sPb1tC1x/Glxm5dU1emiqPdmlTKbNLP2wB34s7j+iSGck2oIfnI/wbQ6sLK20AyGYrwHWYv4v/dvk0fXJptjYdbtKnCADHTVNHr3ZXt2pJTrx8zSR5AIDLSo0KVnJksApLCf9wejN+H91coay4UJ0zOdHpcuCFVh1bMGPek+Pv9fYP6vvP7lJwgK++ewVLPrwF4d8YMe3F960vVVRIgK6eOzxzAIDrBIDfu2K6bluSrQ2HmvTpe7eoq3fA6bI83nslDTJz48/KZd4fALjDa2V+dowO1LWppavP6XLgZp7fUWNv+t28KIsbfnBEblKEZqdH6cWdNdzof5971x3WwfoOfeGcHKXHhDpdDlwp/Ovu7tbVV1+tyZMna86cObrwwgtVUlJif66urk6XXHKJcnNzNXPmTL377rtjXbNbeO9ggw7Vd+jj8zPYaAm46Jua71853Q6gXn+oUZ++bzMB4DgcLzCW5XK0AADcQX5mjL1ps7Wc7j+MnNkQbRZ9hAT46bqCDKfLgRdbmZeujt4BvbzriNOluIza1m7d83qxMmND9ZmzJjpdDlyx8++OO+7Q/v37tX37dq1YsUK33367/fh3vvMdLVq0SMXFxfrzn/+sG264QX193B00L3jmpO9NC5lxAbhyAHjnVTN006JMrTvYqM/cv8UeU8HYvBFYU1yvifFhSotm8zkAuIOC7JgTm9qBkSoqb9bOqhY7c82cggKcctWcVAX4+Wh1EUd/j7vrxb02EDVNEMEBNCl5kxGFf8HBwbrssstOzK0zYV9p6fDa9scff1yf+9zn7I/nz5+v1NRUvfPOO/Jm5Y2demNfnc6fmqjMONpoAVdmvq/98KqZumFhptaWNBAAjpFDDR2qbunWMo78AoDbmJYSabu3WPqBU3H/+uH3ibcuzna6FHi5mLBAnTc10d7kN9unvd3GQ416Zlu1/W9y/rQkp8uBO8z8u+eee2z3X2Njo+3yS05OPvFz2dnZKi8v/4d/5xe/+IXS09NPPNrb2+WpHt1cbo9ImEUfAFyfmUXz4xUz9YkFGVpT3KDPPlBIADhWR35zCP8AwF0E+PlqTkaUtlU0q39g0Oly4Abq2rrtjLXFE+M0JTnC6XIArcrPsO/Nn9paJW9mvod//9ndCvTztV1/8D6nHP7ddddddt7fT3/601P6977+9a+rsrLyxCM8PFye6kvn5eqe6+fyJhdwswDwJ1fP0scLMvTOgXp97sFC9fQTAI4WE6r6+fpo8aQ4p0sBAJyC/KwYdfYOaN+RNqdLgRt4eGO5+gaGdOsSRh/BNZwzJUFxYYF2668ZQ+OtHtxQZr+Pf/bsicqKC3O6HLh6+Hf33XfrySef1EsvvaTQ0FDFxcXJ399fR478dYCmOQ6cmZkpb2YWfKyYm3bimDQA9wkAf3rtLF2Xn66399fr8w8WEQCOgr6BQW041Kh5GdGKCGb2DwC4k4KsWPtcyNFffITe/kE9tLFcqVHBuoAjhXChDuar5qbaETRmHqU3qm/r0X+9dsDO3f6nc3KcLgeuHv6ZY7uPPPKIXnvtNUVHR5/4+HXXXaf//u//tj/evHmzqqqqdPbZZ49NtQAwDgHgz1bOttvB3txXpy88VGQvZnH6zHGx9p5+5v0BgBvKyxxe+sHcP3yUl3cfsSHDTYuz5O93WtOlgDFhrusNb1388Z8v71Nbd7++e/k026gE7zSi78rmmO43vvENNTc369xzz9XcuXO1cOFC+3M/+9nPtG7dOuXm5uq2227Tgw8+qIAAOjsAuHcA+J+rZuvaeWl6fW+dvvAwAeCZHvk1lhP+AYDbiQoNUG5iuApLm5wuBS7uvnWlCvT31fXzvfsUGFzPjNRITU2O0PPbq71urndR+VH9pbDSXodfMvOvuxrgffxH8ovMgo4POx+flJSkV199dbTrAgBHmfl0P79ujgaHhvT0tmp98eEi/e7GPHt0AKdmbXG9IoL8NSf9r13jAAD3UZAdo0c2VdhtmanRIU6XAxe0q6rFHg1flZ+u2LBAp8sB/o4Zx2W6/37y4l69vrdWV8xOlTcYGBzS95/ZLX9fH33/yhmMJfNyvIsFgJMEgP/1sblaMTdVr+6p1Zce3mrn12HkWrv7tL2yxS764AgQALj30V/m/uHD3Luu1D7ftiTb6VKAD7RiXqq9tjeLP7zFo5vLtbOqRZ9eNkE5iZ67cBUjwzsxAPioAPC6ObpyTqqdZfOVRwkAT8X6g432riNHfgHAfRVks/QDH66po1fPbq+2m6FnpkU5XQ7wgRIjgnX25AS9W9ygutZuebqjHb36+Sv7lRQZpC+dn+t0OXABhH8A8BFMx9ovPzZHl89O0Ys7j+irj21TPwHgiKwprrfPy3ITnC4FAHCasuNCFRcWSPiHD+0uMrORb6XrDy7OHP01N6Wf3lYlT3f3q/vV3Nmnf71smsKDRjTtDR6O8A8ARhgA/urjc3XZrGS9sKNGX3t8OwHgCKwtblBadIh94wgAcE9mTlReVoz21LSqs7ff6XLgQsy10IPry5QQEaRLZrBMAK7t/GmJigz21+rCqg/daeApMzgf3lSuBRNiddUc75hviI9G+AcAI2SWfdxz/Tx7cfvc9mp9nQDwpCqaOlXa2GmP/DJgGADcW0FWjO2Y2VbR7HQpcCFmeUJ1S7duXJhpN/0Criw4wM+O8tlf26bd1a3yRIODQ/r3Z3bJ18dHd17Fkg/8Fd+hAeAUA8Df3DBPF89IsvNt/vkv2+2bIfyjtSUN9nk5R34BwO2ZeW5GEUd/8b5FHwF+PrphYabTpQAjsjI/3T4/4aGLP1YXVWprebNuXpSlaSmRTpcDF0L4BwCnEwB+Ik8XTk/S09uq9U0CwA898mtuNi6ZFOd0KQCAM2QWOQT6+WoL4R+O2X+kTRsONemyWSl2mQLgDuZlRGtiQpi9iW9mVXqSlq4+/ezlfYoPD9TXLpzsdDlwMYR/AHAazNGW392QpwumJerJrVX61hM7CAD/hvlvYTr/ZqVFKSYs0OlyAACjcFxuZlqk7fwzx8qA+9aX2udbFrPoA+7DHIM1iz/Mluq399fJk/zq9QNqaO/Vty+ZqqiQAKfLgYsh/AOAMwkAb8zTeVMTbYv9d1bv4A3R3wwaNncfl+XEO10KAGCUFGTHqrW7XyX17U6XAoe1dPbpqaIqe5MvLzPa6XKAU3JtXpo9nWKu3z3FviOtun99meZlRttwE3g/wj8AOANB/n76/U15OndKgv5SWKl/eXInAeDfzPtblkv4BwCeIi9zeO7fllKO/nq7vxRWqKtvQLcuyWahANxOSlSIlk6K15v76mwHoLszm4u/98xuDQ4N6YdXzZSvL38n8Y8I/wBgVALAfJ09OUGPbanQvz1NALimuF4hAX4nBsQDANzf8e/phcz982rmGsd0GMWGBeqK2SlOlwOclpX5aeobGNKz26rk7sz8wk2Hm3TDgkzNSo9yuhy4KMI/ABilWUh/uDlfy3Pj9cimCn33mV1eGwB29PTbN4YLJ8baYBQA4BkSIoKUFReqwrImp0uBg94+UKfypk5dPz/DXv8A7ujiGckKC/TT6iL3Dv/ae/p114t7FR0aoH++aIrT5cCFEf4BwCgxF8B/vKXAzrl7eGO5vvfsLtuG723MnUdzJ5V5fwDgmd1/pY2damjvcboUOOTedWXy8/XRTYuynC4FOG2hgf52U/XOqhYdqG2Tu/rNG8Wqbe3RNy+ewpI9nBThHwCMQQC4NCdOD24o1/ef3e11AeCa4uF5f8tzE5wuBQAwygqyYu0zR3+908H6dr17oF4XTU9SanSI0+UAZ2RV/vBijNWF7rn4o6SuXf+79rDdxH79/Eyny4GLI/wDgFEWEuinP90yX4snxtmZOHc+t8erAsC1JfVKjAjS5KRwp0sBAIwy5v55twfWl9lns+gDcHfzs2OVERuip7ZWqX9gUO7EvLf4wbO71T84pB+umGm7cYGTIfwDgDEKAP/3tgItnBCre9eV6ofPe0cAWNvarQO17XbLL9v/AMDz5CaGKyLYn/DPC5nZYk8UVmpKUoS9vgHcndmKe+28dNW19WhNyfDJFXfxyu4jWlvSoOvy009sYgdOhvAPAMZwlsifPzlfCybE6s/vlerHL+z1+ADwr0d+mfcHAJ76Ztm80dxZ2aLuvgGny8E4erKo0gaApuuPG3zwFCvz3O/ob1fvgH70/F57I+Zbl0x1uhy4CcI/ABjrAPC2+ZqfHWNncvz0pX0eHQCuLa63z0tZ9gEAHqsgK0a9A4PaXd3idCkYJ+ba5b51pYoM9tfV81KdLgcYNZlxoVqQHatX99SqpatP7uD/vV2iquYuff3CyXYLOzAShH8AMMbCgkwH4AL7Zul/3j2k/3jZMwNA83taW9KoqckRSowIdrocAMAYz/3bUsrRX2/xXkmjDtZ36OPzM+yNTcCTrMxPU2//oF7YUSNXV9rQoT+8c8heb9/Mxm2cAsI/ABgH4TYAnK+8zGj7gv2fr+z3uABw35E2NbT3cOQXADzcnIxoO1yeuX/ew8wvNid9b17Eog94nstmpSg4wFeri1z/6O+Pnt9jO6/vvGqG/P2IczBy/GkBgHESERyg+z61QPMyo/X7tw/q7lc9KwBce2ze37LcBKdLAQCMcUf7tJQIG/550usYPlhFU6fe2Fer86Yk2iOSgCdeo18yI9l+Tzvc0CFX9cbeWr2xr04r5qZq4cQ4p8uBmyH8AwAHAkDTNfG7tw7qF68d8Jg3Tu8W1yvQz9fOTQEAeLaCrFg1dvSqrLHT6VIwxh7YUCZzqWIWfQCeamW+ay/+MAuW7nxuj8IC/fSvl01zuhy4IcI/ABhnkcEBuv9TCzQ7PUq/ebNEv3q9WO7OXJBsOtykguwYhQT6OV0OAGC85v5x9Nejma2ij22u0MSEMC1jmRc82JJJ8UqODNZTW6s0OOh6N+b/+O4hlTd16isX5CopktnaOHWEfwDggKiQAD3wqYWalRale94o1j1uHgCaYxI9/YNaxrw/APCq8K+wrMnpUjCGntlWZTeg3rIoS76+Pk6XA4wZM8f0mrw0u0V3w6FGuZLKo5363dslmpQQptuWTHC6HLgpwj8AcEhUaIAe/PRCzUyL1C9fP6DfvOG+AeCaY/P+zmLeHwB4hdToEKVGBbP0w4OZsSRm0Yc5Znj8SCTgyVbmDf85f8LFFn/8+Pm96u4b1A+umqFAfyIcnB7+5ACACwSA01Mi9V+vHdDv3iqRO1pbUq/YsED7+wAAeIe8rBgdqG1XS2ef06VgDJhxHvuOtGlVfrqdWQx4upzEcM3NiNbLu46oo6dfruDdA/V6efcRXTozWcu5yY4zQPgHAA6LDg3UQ7cv1LSUSP38lf12E7A7aWzv0a6qVi2ZFMeRIADwIgXHjv4WVdD954nuX19mn29ezKIPeA/T5drZO6CXdh1xuhT19g/qB8/tVnCAr757xXSny4GbI/wDABcQEzYcAE5NjtDPXt6nP7zjPgHgeweH56IsZ94fAHiV/Kzh7e6FpYR/nqampct2G5nXdtMNBXiLK2enKNDP1yW2/v75vcM6VN+hL56bo7ToEKfLgZsj/AMAFxF7LACckhShn760z271cgdri+vt8zKOIgCAV5mWEqGQAD/m/nkYs+Dj+8/s1sDgkG6l6w9eeCLngumJWn+oURVNnY7VcaSl2y4FzIoL1e3LJzpWBzwH4R8AuJC48CA99JmFmpwUrp+8uFd/WnPI5YeBry1u0MSEMO5IAoCX8ffztfOxtlU0q29g0OlyMAre3l+ni3/5rl7dU6sLpiXp3KmJTpcEOLb446mtVY7VcNeLe+3x4+9fOV3BAX6O1QHPQfgHAC4m3gSAty+yx2x+/MJe/d/aw3JVhxo6VN3SreU5HPkFAG9UkB2jrr4B7a1pdboUnIG27j59Z/UO3fbnzWrv6dfPVs7SH2/Jlx+zfOGFzpqcoPjwQD1ZVGlvdI+3DYca9ez2al0wLVHnTU0a968Pz0T4BwAuKCEiSA9/ZqEmJYTph8/v0X3rSuWK1hzgyC8AeLP8Y0s/OPrrvkwHv+n2e3RzhZbmxOnlry7Xx+dnyseH4A/eKcDPVyvmpqm0sXPcv7f1DwzaY/eB/r76d5Z8YBQR/gGAi0qMCNYjn1lkj9R+/9ndun+96wWAa0sabFfAoonDQ98BAN5lXmaMTEa0hfDP7XT09Ou7T+/UTf+7Uc1dffrx1TP14KcXKj0m1OnSAMetyh8++ru6qHLct2zvr23T586aqKy4sHH92vBshH8A4MISI4P1qAkA48P0vWd264ENZXIVZr7ThkNNmpcRrYjgAKfLAQA4ICokQJMTI1RE+OdW1h9s1MW/elcPbii3N/Be+epZumlRFt1+wDHTUiI1PSVSz2+vUXffwLh8zfq2Hv3ytQN2jvbnz8kZl68J70H4BwBuEAA+/JlFyo4L1b8/vUsPbyyXKzAD3s1coOUc+QUAr5aXFaOalm5VNXc5XQo+Qmdvv37w7G594o8b1NjeqzuvmqGHb1+kjFi6/YD3W5mfrraefr2y+8i4fL2fvbzPfj1z3DckkCUfGF2EfwDgBpKjgvXIHYuUFReqf31qpx7d5HwAuKa4wT4vy2XZBwB4swLm/rmFzaVNuvSeNbp3Xan9f/bSV5br1iXZ8mWpB/CBVsxNlb+vj1YXjf3WX/P984nCSi3PjdfFM1jygdFH+AcAbiIlKsTOAMyMDdV3ntypxzdXOFrPmuJ6RQT7a056lKN1AABcZOlHaZPTpeADmCOLP3p+jz72h/U60tKt714+TY99drGy45knBpxMfHiQzpmSoLXF9apt7R6zrzMwOKTvP7tLAX4++sFVMzh+jzFB+AcAbiQ1OsR2AGbEhujbT+7Q41ucCQBbuvq0vaJZiyfGyd+PlxIA8GamKz0+PFCF5XT+uZqi8qO67J41+t+1hzU3I1ovfmW5bl8+0S7rAvDRVuala3BIemrr2HX/PbKpXLuqWvWpZRM0KSF8zL4OvBvv2ADAzZghwKYD0Dx/e/UOe0TAiUHh5kLIHE0AAHg306Viuv/21rTZDbJwjW6/n760V6t+v06VR7v0nUun6onPLSFYAE7RedMSFR0aoNWFlRoaGhr1z3+0o1d3v7pfSZFB+vJ5uaP++YHjCP8AwA2lx4TaADA1KkTffGK7nto6vgHg2pJ6+8yyDwCAYcI/c3TNLIOCs0xn/hW/Was/vHNIM9Oi9MKXl+lzZ0+i2w84DUH+frpqTqqK69q1s6pl1D//f76yX82dffq3y6crLMh/1D8/cBzhHwC4KbOZ79E7FiklMljfeHy7nh7D4wgftOwjPSbEHvUCACA/K9Y+s/TDOT39A7r7lf269vfrVNbYoW9ePEVPfn6JcpMinC4NcPujv8Zon7bZUdmsRzeXa+GEWF05O2VUPzfwfoR/AOD2AeBiJUUG6+uPb9Mz28Y+AKxo6lRZY6c98stAYgCAMTMtUoH+vtpC+OeIXVUtWvHb9/Tbt0o0NTlCz31pmb5wbg5zeYFRMDs9SjmJ4Xp2e7UN2UfD4OCQvvfMbvn6+OiHK2ZyTY0xx6sBALi5zLjhDsDEiGB97bFtem579Zh3/RnLcjjyCwD469G42WlR2lp21L6pxfjoGxjUr14/oKt/955K6tr1tQsm6+kvLNXU5EinSwM8hgnmTPefOZ771r66UfmcTxRV2jEJty7O1pRkunMx9gj/AMADZMWF2QAwISJIX31sm17YUTOm8/7MzcmlOXFj9jUAAO4596+tp18H6tqcLsUr7K1ptd1+v3q92HYlmdDvKxfkKoBuP2DUXTMvTWZs5hOFZ37KpqWzTz97aZ/dkv7VC1nygfHBKwMAeIjs+DC7BCQuLFBffnSrXto5+gGgGeb+Xkmj7e6IDg0c9c8PAHDv8M9g7t/Y6h8Y1G/fLNZVv12r/bVt+tJ5OXr2i8vscg8AYyM5KljLchP09v46Nbb3nNHn+uXrB9TY0avvXDpNkcEBo1YjcDKEfwDgQSYmhOuROxYpNixQX3pkq17eNboBoNly1tLVp2W58aP6eQEA7i/vePhXSvg3Vg7UttmFHne/ekDZcWF66p+W6BsXTbHzFgGMrZV5aeofHNIz26rPqGP3/vWlysuM1rXz0ka1PuBkeJUAAA8zyQSAn1lkO/O++PBWvbL7yKh97rXF9faZeX8AgPeLDw/ShPgwFZYT/o1F5/3v3z6oK3691i73+NzZk+xSj9np0U6XBniNi2ckKyLIX6uLTm/r79DQkL7/zG6ZqahmyYevOUcMjBPCPwDwQGb2z6N3LFR0aIC+8FCRXttTO2rLPkIC/JSXxZsNAMAHH/01G+Hr287sWBz+6mB9u1b99zr97OV9So8N0ROfX6LvXDpVwQF+TpcGeBXzd+7y2SnaXd1qO/hOlekY3FTapBsXZnJMH+OO8A8APFROYoQe/swiRYUE6J8eKtQbe88sAOzo6VdR+VEtmhhrtzoCAPDhc/+anC7FI7r9/rTmkC67Z43dCvqZ5RP04peXKy9z+L8xgPG3Mj/dPq8uPLXuv7buPv3kxb2KCQ3QP180ZYyqAz4c4R8AeLDJScMBYERwgD7/YJHe3Hf6AeCmw03qGxiyw44BAPggBSz9GBWHGzr08T+s149f2KuUqGD95bOL9W+XT6fbD3CB73FZcaF6elu1Xb4zUr95s8R2RH/z4qkszYMjCP8AwMNNSTYB4EKFBfnpcw8U6a39daf1ed49Nu9vOcs+AAAnmTsbGeyvLYR/p2VwcEj3vndYl97zrv1veNuSbL34leUqyI51ujQAknx8fLQyL10N7T0nro0/Skldm/5v7WHNTo/Sx+dnjHmNwAch/AMALzA1OVIP3b5IoUF++uwDhXrnwMguVv7W2uIGJUUGKTcxfExqBAC4PzPA3hz9NUspuvsGnC7HrZQ3duoTf9ygHzy3RwkRQXr0jkX6wVUzFBro73RpAP7GNce29K4urBrZko9nd9stwXdeNUN+LPmAQwj/AMBLTE81AeBCu7DjM/dv0bunEAAeaelWcV27lubE2zueAAB8GBP+mTERO6tanC7Fbbr9HthQpkvueVcbDzfp5kVZevkrZ2nRxDinSwPwATJiQ+0MbLNQr6Wz76S/9qVdR/ReSaM+VpCueczrhIMI/wDAi8xIjfq7ANB0843E2pLhX3cW8/4AAB8hP2v4iCpz/z5a5dFO3fx/G/XvT+9STGigfY3+0dUzFRZEtx/gyszR396BQT27o/pDf01nb79+/PweOwrhW5dMHdf6gPcj/AMALzMzLUoPfnqhgvx99en7Nuu9Y8Heyaw9NtPEdP4BAHAyczKi7NG2LaWEfyc7CvjopnJd8qs1tivoEwsy9PJXl/M6C7iJS2el2JvpJ9v6+//eOqjqlm5946Ipig8PGtf6gPcj/AMALzQrPUoP3r5QgccCwHUHG056HMl0/k1NjrAziAAAOBkzo25GaqSKyo/akAt/r6alS7f+ebO+8+ROhQf5675PLdBPr52tiOAAp0sDMELm7+6lM5O1raJZB+vbP3Bj9/+8e8heP9+4MNORGoG/RfgHAF5qdnq0Hvj0QgX4+urT927RhkONH/jr9h1pU0N7L1t+AQCnNPevqaPXvgHGMBOE/mVLhS765bt27u51+el65Wtn6ezJjNQA3NHK/HT7/P7uP/N3/c7ndttjwT9cMVP+fsQucB5/CgHAi83NiNb9n15gj2d98s+btfEDAsC1JcNHfpcx7w8AcArhn7GFuX9WbWu3br9vi775xA57VPB/by3Qz6+bo6gQuv0Ad7V4YpxSo4L11NYqDQz+tcv5jb11ent/va6em6oFE4ZnoAJOI/wDAC9nNo+ZI0c2ALx3szaXNv3dz68pbrDHgxdkc/ECADi18K/Iy8M/0wH09NYq2+33xr46XTMvTa9+7SydPy3J6dIAnCFfXx9dm5eumpZurT84fAO9u29Adz6/W2GBfvrXy6Y5XSJwAuEfAMC+SbvvU/PlI+m2/9ukLccCQHMBs+lwk+Znxygk0M/pMgEAbiIlKkRp0SFe3flX39ajzz5QqK8+tk0Bfj76w835+uXH5yo6NNDp0gCMkmvz0uzzE4UV9vkP7xxSRVOXvnrBZCVGBjtcHXCK4d+Xv/xlZWdny8fHR9u2bTvx8RdffFF5eXmaO3euZs6cqfvuu28knw4A4ILys2J176cWyBxauO3Pm1VYdtRuauzpH9SyHI78AgBO/cZSSV27mjt75W2e216ti375jl7dU6sr56Tq1a+drYtnJDtdFoBRNjEhXHmZ0Xp59xHtO9Kq//d2iXL+f3t3HmRVeeYB+O1maQSafbcXQBQRoVnEGAXUio6EEE0UcGJwmZgRK2OoaBZNUjWTSaZwJlEyGjKxjKOWMbGQ6GRSYjI6o1GYJMgOUdmFpmUN0EKjNPQydU4CFascF6Tv7T79PFVd3ffSfe/7B9+95/7O+72nT+e44YKB+S4NPnj4N3Xq1Fi0aFGUl5e/rYV9xowZ8fDDD6eB4FNPPRUzZ86MgwcPvp+HBKAZGjewRzz8N+dGQ2NjXP/gS/HAos3p/S72AcAJb/2tbD3df3trauPvfro8vvjYirRx4t8+OyZ+8JnR0aOTbj/I8oU/Dh9tiBkPLE5Pmv/j5cOjnYt80My8r/+REydOjJKSP13J5i8lb2jV1dXpzwcOHIiePXtGUVHRya8SgJxJBhM/eMO4dHBxMqw4+cByVv8u+S4LgBYa/iWd5K3Br/+wI53tt2DNjpg0vF8622/yiP75LgtoYlNGDkjnY/+x5kh8YkT/uGCIk+Y0PyccRyfB37x58+LKK69MOwLHjx+fbvtt3/6dz2rNmTMnDRCPfdXU1HyYugFoQucN7pkGgMkVCT92Zp90oDEAfBBn9iuOju3bpCMksmz/oSMx67EVcfOjy6O+sTHu/czo+NGMMdGrs6YIaA2Sq3Z/cuSAKC5qG9/4hIt80DwVNCb7d9+nZO7fL37xi3TGX11dXVxyySXx7W9/O+0MXLJkSVx++eWxZs2a6NXrvZPuJACsqqr6sPUD0MTblzp3aBtFbV3sA4AP7rMP/D7t/FvzrcsyuQ3u2Vd2xdefXBN/rKmNS4b1jdlXnh19ig35h9amtq4+DtXW2+JPXryffO2E34GTOX/bt29Pg7/EuHHj0idcsWLFiT4kAM1Mz85Fgj8APtTFpJJZWK9sPxBZ8sabR+O2eSvjbx9ZGkfq6mPO9Ir48XVjBX/QSiXHy4I/mrO2J/qHpaWlsWPHjnj11Vdj2LBhsXHjxti0aVMMHTr05FYIAAC06Ll/S7fuj4rSbpEFz6/dHXc8uTp2HaiNi4f2jjuvHBn9ugr9AGjh4V9yFd8FCxbEzp0747LLLovi4uI07Lv//vtj+vTpUVhYGA0NDTF37twoKytr+qoBAIBmb3RZtygoiFi+dX/cOH5QtGQHDh+Nf3rqlXh8aVU62+u7U0fGtLEl6Sx0AMjMzL+Tycw/AADIvkn/+mLsf/NI/P7rH2uxQdmL6/fE7U+sjh1vHI4Jp/eKf75qZJza7ZR8lwUA8X7ytRPe9gsAAPB+tv7+dHFlvF79VpR07xgtSU1tXcx++tX42eLK6NS+Tcz+9Ij4zLmlLTbEBKB1Ev4BAABNHv4lV/1tSeHfbzf+Mb7689VpaPnRwT3Tbb6lPVpO/QBwjPAPAABoMueU90i/L92yP64YdWo0d4dq6+Jffr02Hvnd1jilXZv4zhXD47MfKY/CQt1+ALRMwj8AAKDJlPY4JXoXF6Wdf83d4s17026/yn1vxrmDesT3po6M8p6d8l0WAHwowj8AAKDJJPPxxpZ1j2de2ZnO0Otc1Pw+grx1pD6++19r4+HfbomitoXx91POihvOH6jbD4BMKMx3AQAAQLadM7B7NDRGrKysjuZm2dZ9MfnehfHQ/26JMWXd4+lZE+Jz4wcJ/gDIjOZ32g0AAMiUMeXd0+9Lt+6L8af3iubg8NH6mPPs+vjxws3Rrk1hfGPymXHj+MHRRugHQMYI/wAAgCZ19oCu0b5tYbOZ+7eicn98Zf6q2LTnUFSUdou7p42MIX2K810WADQJ4R8AANCkkuCvoqRrrKisjvqGxrx119XW1cc9/70h7nthU7QtLIyvTRoaN00YHG3bmIYEQHYJ/wAAgCY3trxHLNmyP9bvOhjD+nfJ+fOvqXojvjx/ZazfVRNnn9ol7p42Kob20+0HQPYJ/wAAgCY39vjcv/05Df+O1DXE3Oc2xA9/symShsMvX3pG3HzRaemcPwBoDYR/AABAzsK/ZVv2xbXnlefkOV/ZfiC+PH9VvLrjQBo43j2tIs4akPuuQwDIJ+EfAADQ5Hp0ah+De3eKZZVNf9GPo/UN8aPfbIp7/2dDNEbErI+dHrdcPCSdPQgArY3wDwAAyImxZd1j/rKq2H3gcPTp0qFJnmPdzoPpbL8/vH4ghvYtjrumVcSIkq5N8lwA0BI49QUAAOTEOQP/vPV368nv/qurb4gfPr8xPvmDRel23y9cdFr88osXCP4AaPV0/gEAADm/6MfHR/Q/aY+7cXfS7bc6Vm2rjtN6d4q7p4+KUaXdTtrjA0BLJvwDAAByYnCvztGtY7uT1vlX39AY/75oc9z1zPp0zt/MiYPj1kvPiA7t2pyUxweALBD+AQAAOVFYWBBjyrrHwg174vDR+g8V0m3eUxNfmb8qlldWx6BeneKuaSNjbHmPk1ovAGSBmX8AAEBOt/4erW+M1VVvnNDfNzQ0xoOLXovJ9y6MFduq43MXDIqnZ00Q/AHA/0PnHwAAkIe5f/vi3EEfLLDbuvdQfHX+6nhpy74o69Exvjd1ZHxkcM8mqhQAskH4BwAA5ExFSbdoW1gQy7bs/0Ddfo8u3hp3Pr023jpaH9d/tDxu//iZ0bG9jzMA8F68WwIAADlzSvs2MfzUrrGscn80NjZGQUHBu/7+tn1vxtd+vjp+t3lvlHQ/Jb47dWScf1qvnNULAC2d8A8AAMipsWXdY9W26ti051AM6dP5HX8nCQZ/9lJlzF7wahw6Uh/XfKQsvjF5WHQu8hEGAD4IF/wAAABy6pyBf5r7t3zrO2/93V79Vlz34Evxzf/4Q3Q9pV088rlzY/anRwj+AOAEePcEAADydtGP6eNK39btN39pVXznqVfiYG1dXH1OaXxzyrDo0qFdHqsFgJZN+AcAAORU3y4d0vl9y/6i82/nG4fj60+ujufX7Ym+XYri3mtGx8VD++S1TgDIAuEfAACQl+6//1y5PfYfOhLPr9sd3/rly3HgcF1cOebU+Icpw6NrR91+AHAyCP8AAICcO+fP4d9f3//7WLfrYPQuLoofTx8Vl57VN9+lAUCmCP8AAICcG/PnuX9J8HfFqAHxrU8Oj+6d2ue7LADIHOEfAACQc2f17xJfmzQ0hvTuHH81vF++ywGAzBL+AQAAOVdQUBBfuGhIvssAgMwrzHcBAAAAAEDTEP4BAAAAQEYJ/wAAAAAgo4R/AAAAAJBRwj8AAAAAyCjhHwAAAABklPAPAAAAADJK+AcAAAAAGSX8AwAAAICMEv4BAAAAQEYJ/wAAAAAgo4R/AAAAAJBRwj8AAAAAyCjhHwAAAABklPAPAAAAADJK+AcAAAAAGSX8AwAAAICMEv4BAAAAQEYJ/wAAAAAgo4R/AAAAAJBRBY2NjY35eOKioqLo3bt3Pp4aMqOmpiY6d+6c7zKAPLD+oXXzGgCtl/UPrVfNO6z/PXv2RG1tbfMM/4APr6SkJKqqqvJdBpAH1j+0bl4DoPWy/qH1KjnB9W/bLwAAAABklPAPAAAAADJK+Act2G233ZbvEoA8sf6hdfMaAK2X9Q+t120nuP7N/AMAAACAjNL5BwAAAAAZJfwDAAAAgIwS/gEAAABARgn/oAUaOHBgDB06NEaNGpV+zZs3L98lAU1k1qxZ6ZovKCiIlStXHr9/w4YNcf7558cZZ5wR48aNi5dffjmvdQK5fQ1wLADZd/jw4fjUpz6VvtdXVFTEpZdeGhs3bkz/bffu3TFp0qQ4/fTT4+yzz44XX3wx3+UCOVr/F110UQwaNOj4McD3v//993w84R+0UMlBfvIhIPm6+uqr810O0ESmTp0aixYtivLy8rfdP3PmzLjpppti/fr1cfvtt8cNN9yQtxqB3L8GJBwLQPYl7/Xr1q2LVatWxRVXXBGf//zn0/vvuOOOOO+889KTgQ899FBcc801cfTo0XyXC+Rg/SeSwO/YMcCtt976no8l/AOAZmzixIlRUlLytvuSs/1Lly6NGTNmpLevuuqq2LZt2/GzgUC2XwOA1qFDhw4xefLktPM3kYR9W7ZsSX9+/PHH4+abb05/TnYADBgwIF544YW81gvkZv2fCOEftFDXXXddjBgxIm688cbYs2dPvssBcigJ+vr37x9t27ZNbycHBWVlZVFZWZnv0oAcciwArcs999yTdv/s3bs37fLr16/f20YBOA6A7K//Y5Lu3+QYIOn837x5c7wX4R+0QMlMj9WrV8fy5cujV69ecf311+e7JAAghxwLQOsye/bstMP/zjvvzHcpQJ7X/09+8pNYu3ZtehwwYcKEmDJlyns+hvAPWqCkwyfRrl27+NKXvhQLFy7Md0lADpWWlsaOHTuirq4uvd3Y2Jie7T/22gBkn2MBaD3uuuuuePLJJ+NXv/pVdOzYMXr27Jl2/+/cufP47yTbAR0HQPbX/7HPAsd2/9xyyy1p51/SEfxuhH/Qwhw6dCiqq6uP337sscdi9OjRea0JyK0+ffrEmDFj4tFHH01vP/HEE+lMsCFDhuS7NCAHHAtA6zFnzpx0jT/77LPRrVu34/dPmzYt7rvvvvTnJUuWxOuvvx4XXnhhHisFcrH+k5P/u3btOv47yeeAvn37picF3k1BY9IuALQYSaqfDPevr69Pu30GDx6c7v9P5nwA2ZNc1XfBggXp2f3kTb24uDht+0+u/JVc4Tc5y9elS5f0Sn/J3A8g+68BzzzzjGMBaAWqqqrSDp9kjSdrP1FUVBSLFy9OP/xfe+218dprr0X79u1j7ty5cfHFF+e7ZKCJ1/9zzz2XBv21tbVRWFiYjv5IQsKKiop3fTzhHwAAAABklG2/AAAAAJBRwj8AAAAAyCjhHwAAAABklPAPAAAAADJK+AcAAAAAGSX8AwAAAICMEv4BAAAAQEYJ/wAAAAAgsun/AKRE+iB41klrAAAAAElFTkSuQmCC"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 11
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 7.5设置刻度",
   "id": "5b9bf41887a3b3a9"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T03:11:26.314472Z",
     "start_time": "2025-02-25T03:11:26.236735Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x] \n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "# 设置x轴的刻度\n",
    "# plt.xticks(x)\n",
    "# plt.xticks(range(1,25)) # 设置y轴的刻度\n",
    "# plt.yticks(y)\n",
    "# plt.yticks(range(min(y),max(y)+1))\n",
    "\n",
    "# 构造x轴刻度标签\n",
    "x_ticks=range(1,25)\n",
    "x_ticks_label = [f\"{i}:00\" for i in x_ticks] #rotation = 45 让字旋转45度\n",
    "plt.xticks(x_ticks,x_ticks_label,rotation = 45)\n",
    "# # 设置y轴的刻度标签\n",
    "y_ticks=range(min(y),max(y)+1)\n",
    "y_ticks_label = [\"{}℃\".format(i) for i in y_ticks]\n",
    "plt.yticks(y_ticks,y_ticks_label)\n",
    "\n",
    "# 绘 图\n",
    "plt.plot(x,y) \n",
    "plt.show()"
   ],
   "id": "4617851832421d3c",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 17
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 设置中文",
   "id": "c33df469f0e87683"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T06:08:39.376631Z",
     "start_time": "2025-02-25T06:08:39.373908Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from matplotlib import font_manager\n",
    "my_font = font_manager.FontProperties(fname='C:\\\\Windows\\\\Fonts\\\\simsun.ttc',size=18)"
   ],
   "id": "e5609b8d5c58395b",
   "outputs": [],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T03:18:35.700115Z",
     "start_time": "2025-02-25T03:18:35.633534Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(0,120)\n",
    "y = [random.randint(10,30) for i in range(120)]\n",
    "\n",
    "plt.figure(figsize=(20,8),dpi=80) \n",
    "plt.plot(x,y)\n",
    "plt.xlabel('时间',rotation=45,fontproperties=my_font) # 设置x轴的标签\n",
    "plt.ylabel(\"次数\",fontproperties=my_font)\n",
    "\n",
    "# 设置标题\n",
    "plt.title('每分钟跳动次数',color='red',fontproperties=my_font)\n",
    "\n",
    "plt.show()"
   ],
   "id": "8fdbc4957a09aec9",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 24
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 7.6一图多线",
   "id": "add6e99f654cc35f"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T06:09:05.396864Z",
     "start_time": "2025-02-25T06:09:05.324150Z"
    }
   },
   "cell_type": "code",
   "source": [
    "y1 = [1, 0, 1, 1, 2, 4, 3, 4, 4, 5, 6, 5, 4, 3, 3, 1, 1, 1, 1, 1]\n",
    "y2 = [1, 0, 3, 1, 2, 2, 3, 4, 3, 2, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1]\n",
    "\n",
    "x = range( 11, 31 )  # # 设置图形\n",
    "plt.figure( figsize=(20, 8), dpi=80 )\n",
    "plt.plot( x, y1, color='red', label='自己' )\n",
    "plt.plot( x, y2, color='blue', label='同事' )\n",
    "# 设置x轴刻度\n",
    "xtick_labels = ['{}岁'.format( i ) for i in x]\n",
    "plt.xticks( x, xtick_labels, fontproperties=my_font, rotation=45 )\n",
    "# 绘制网格（网格也是可以设置线的样式)\n",
    "# alpha=0.4 设置透明度\n",
    "plt.grid( alpha=0.4 )\n",
    "\n",
    "#  添加图例(注意：只有在这里需要添加prop参数是显示中文，其他的都用fontproperties) # 设置位置loc : upper left、 lower left、 center left、 upper center\n",
    "plt.legend( prop=my_font, loc='upper left' )\n",
    "\n",
    "# 展示\n",
    "plt.show()"
   ],
   "id": "15f2aca9ea3fae6a",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 7
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 7.8 多个子图",
   "id": "1a6b734e1925fe15"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T06:12:57.001461Z",
     "start_time": "2025-02-25T06:12:56.896373Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import numpy as np\n",
    "x =np.arange(1,  100) #划分子图\n",
    "fig,axes=plt.subplots(2,2)\n",
    "ax1=axes[0,0]\n",
    "ax2=axes[0,1] \n",
    "ax3=axes[1,0] \n",
    "ax4=axes[1,1]\n",
    "\n",
    "fig=plt.figure(figsize=(20,10),dpi=80) #作图1\n",
    "ax1.plot(x, x) # 作 图 2 \n",
    "ax2.plot(x, -x) #作图3\n",
    "ax3.plot(x, x**2)\n",
    "# ax3.grid(color='r', linestyle='--', linewidth=1,alpha=0.3) #作图4\n",
    "ax4.plot(x, np.log(x))  \n",
    "plt.show()"
   ],
   "id": "bd89b9cb90089c83",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x800 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 9
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T06:13:57.320816Z",
     "start_time": "2025-02-25T06:13:57.226509Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = np.arange(1,100)\n",
    "#新建figure对象\n",
    "fig=plt.figure(figsize=(20,10),dpi=80) #新建子图1\n",
    "ax1=fig.add_subplot(2,2,1)\n",
    "ax1.plot(x, x)\n",
    "#新建子图2\n",
    "ax2=fig.add_subplot(2,2,2) \n",
    "ax2.plot(x, x**2)\n",
    "ax2.grid(color='r', linestyle='--', linewidth=1,alpha=0.3)\n",
    "# 新 建 子 图 3\n",
    "ax4=fig.add_subplot(2,2,3)\n",
    "ax4.plot(x, np.log(x)) \n",
    "plt.show()"
   ],
   "id": "3ddd24f53a126c5c",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x800 with 3 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 11
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 8 散点图",
   "id": "24638686fed3b789"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T06:22:09.169021Z",
     "start_time": "2025-02-25T06:22:09.104413Z"
    }
   },
   "cell_type": "code",
   "source": [
    "y = [11, 17, 16, 11, 12, 11, 12, 6, 6, 7, 8, 9, 12, 15, 14, 17, 18, 21, 16, 17, 20, 14, 15, 15, 15, 19, 21, 22, 22, 22,\n",
    "     23]\n",
    "x = range( 1, 32 )\n",
    "\n",
    "# 设置图形大小\n",
    "plt.figure( figsize=(20, 8), dpi=80 )\n",
    "# 使用scatter绘制散点图\n",
    "plt.scatter( x, y, label='3月份' ) # label参数设置图例的名称\n",
    "# 调整x轴的刻度\n",
    "_xticks_labels = ['3月{}日'.format( i ) for i in x]\n",
    "\n",
    "plt.xticks( x[::3], _xticks_labels[::3], fontproperties=my_font, rotation=45 ) # 步长为3, 显示3月份的日期\n",
    "plt.xlabel( ' 日 期 ', fontproperties=my_font )\n",
    "plt.ylabel( '温度', fontproperties=my_font )\n",
    "# 图 例\n",
    "plt.legend( prop=my_font , loc='lower right' ) \n",
    "#显示网格线\n",
    "plt.grid(alpha=0.4)\n",
    "plt.show()"
   ],
   "id": "6f6a3643b4bf45d8",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 15
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 9 条形图",
   "id": "da4dccef0a96fdc2"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T06:28:43.043333Z",
     "start_time": "2025-02-25T06:28:42.988822Z"
    }
   },
   "cell_type": "code",
   "source": [
    "a = ['流浪地球','疯狂的外星人','飞驰人生','大黄蜂','熊出没·原始时代','新喜剧之王']\n",
    "b = [38.13,19.85,14.89,11.36,6.47,5.93]\n",
    "\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "\n",
    "# 绘制条形图的方法\n",
    "'''\n",
    "width=0.3  条形的宽度\n",
    "'''\n",
    "rects = plt.bar(range(len(b)),b,width=0.3,color='r') # 绘制条形图\n",
    "plt.xticks(range(len(a)),a,fontproperties=my_font,rotation=45) # 设置x轴的标签\n",
    "# 在条形图上加标注(水平居中)\n",
    "for rect in rects:\n",
    "    height = rect.get_height() # 获取条形图的高度\n",
    "    plt.text(rect.get_x() + rect.get_width() / 2, height+0.3, str(height),ha=\"center\") # 加标注，ha参数设置水平居中\n",
    "plt.show()"
   ],
   "id": "47867ce803193067",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 20
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T06:29:52.735606Z",
     "start_time": "2025-02-25T06:29:52.731615Z"
    }
   },
   "cell_type": "code",
   "source": "list(zip(a,b))",
   "id": "988f71314594bc6",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('流浪地球', 38.13),\n",
       " ('疯狂的外星人', 19.85),\n",
       " ('飞驰人生', 14.89),\n",
       " ('大黄蜂', 11.36),\n",
       " ('熊出没·原始时代', 6.47),\n",
       " ('新喜剧之王', 5.93)]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 21
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 10 直方图",
   "id": "68e5e36f3be8ff12"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T06:37:08.902615Z",
     "start_time": "2025-02-25T06:37:08.827907Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# 1）准备数据\n",
    "time = [131,   98,    125,   131,   124,   139,   131, 117, 128, 108, 135, 138, 131, 102, 107, 114,\n",
    "119,   128,   121,   142,   127,   130,   124, 101, 110, 116, 117, 110, 128, 128, 115,   99,\n",
    "136,   126,   134,   95,    138,   117,   111,78, 132, 124, 113, 150, 110, 117,  86,    95, 144,\n",
    "105, 126, 130,126, 130, 126, 116, 123, 106, 112, 138, 123, 86, 101,   99, 136,123,\n",
    "117,   119,   105,   137, 123, 128, 125, 104, 109, 134, 125, 127,105, 120,  107,   129, 116,\n",
    "108,   132,   103,   136, 118, 102, 120, 114,105, 115, 132, 145, 119, 121,  112,   139, 125,\n",
    "138,   109,   132,   134,156, 106, 117, 127, 144, 139, 139, 119, 140,   83,    110,   102,123,\n",
    "107,   143,   115,   136, 118, 139, 123, 112, 118, 125, 109, 119, 133,112,  114,   122, 109,\n",
    "106,   123,   116,   131,   127, 115, 118, 112, 135,115,   146,   137,   116,   103,   144,   83,    123,\n",
    "111,   110,   111,   100,   154,136, 100, 118, 119, 133,   134,   106,   129,   126,   110,   111,   109,\n",
    "141,120, 117, 106, 149, 122, 122, 110, 118, 127, 121, 114, 125, 126,114, 140, 103,\n",
    "130,   141, 117, 106, 114, 121, 114, 133, 137,    92,121,    112,   146,   97,    137, 105,  98,\n",
    "117,   112,   81,    97, 139, 113,134, 106, 144, 110, 137,  137,   111,   104,   117, 100, 111,\n",
    "101,   110,105, 129, 137, 112, 120, 113, 133, 112,    83,    94,    146,   133,   101,131, 116,\n",
    "111,   84, 137, 115, 122, 106, 144, 109, 123, 116, 111,111, 133, 150]\n",
    "\n",
    "print(max(time),min(time))\n",
    "# 设置组距\n",
    "distance=2\n",
    "#计算组数\n",
    "num_bins=int((max(time)-min(time))/distance)\n",
    "print(num_bins)\n",
    "# 2）绘制直方图\n",
    "plt.figure(figsize=(20,8),dpi=100)\n",
    "plt.hist(time,num_bins,rwidth=1) # rwidth参数设置直方图柱子的宽度比例\n",
    "# 添加网格显示\n",
    "plt.grid(linestyle=\"--\", alpha=0.5)\n",
    "\n",
    "#添 加 x,  y 轴 描 述 信 息\n",
    "plt.xlabel(\"电影时长大小\",fontproperties=my_font)\n",
    "plt.ylabel(\"电影的数据量\",fontproperties=my_font)\n",
    "# 4）显示图像\n",
    "plt.show()\n"
   ],
   "id": "94f28a42cd51956d",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "156 78\n",
      "39\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 2000x800 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 27
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 11 饼图",
   "id": "9550f9b82ec06c59"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-25T06:41:34.683360Z",
     "start_time": "2025-02-25T06:41:34.634724Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib\n",
    "label_list = [\"第一部分\", \"第二部分\", \"第三部分\"]  # 各部分标签\n",
    "size = [55, 35, 10]    # 各部分大小\n",
    "color = [\"red\", \"green\", \"blue\"]   # 各部分颜色\n",
    "explode = [0, 0.05, 0] # 各部分突出值\n",
    "\n",
    "matplotlib.rcParams['font.sans-serif']=['SimHei'] # 用来正常显示中文标签\n",
    "patches, l_text, p_text = plt.pie(size,explode=explode, colors=color, labels=label_list,\n",
    "                                  labeldistance=1.1, autopct=\"%1.1f%%\", shadow=True, startangle=90, pctdistance=0.6)\n",
    "plt.axis(\"equal\")  # 设置横轴和纵轴大小相等，这样饼才是圆的\n",
    "plt.legend()\n",
    "plt.show()"
   ],
   "id": "66d62bb8150fea87",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 36
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
